PA3 ML/DL Bias Correction + Stacking Ensemble Report

Bias correction uses monthly anomaly-to-anomaly learning. Climatology is computed from the training period only. Metrics are calculated on the independent test period only. RMAE (%) is reported only for precipitation; temperature uses MAE/RMSE/CORR.

Table of contents

Experiment configuration Model hyperparameters Best correction vs RAW Best configuration per source/lead Method ranking Stacking vs individual models Stacking weights Top configurations Figures

Experiment configuration

data_dir                      /home/tanpv/Progs/562_VNU/Data/For_BC
mask_file            /home/tanpv/Data/AWC/Mask_VN_0.25_Corrected.nc
source_models                                        [RegCM, clWRF]
leads                                            [1, 2, 3, 4, 5, 6]
targets                                                [pr_o, t2_o]
spatial_modes                                  [regional, national]
predictor_sets                                             [P2, P4]
methods           [raw, ridge, xgb_d2, xgb_d3, xgb_d4, xgb_slow,...
train_years                                            [1982, 2013]
test_years                                             [2014, 2021]
stacking          {'enabled': True, 'cv_type': 'year_kfold', 'n_...

Model hyperparameters

This table records the actual hyperparameters used by each method variant.

method hyperparameters_json
raw {"description": "uncorrected direct model field", "type": "raw"}
ridge {"alpha": 1.0, "scaler": "StandardScaler", "type": "Ridge"}
xgb_d2 {"colsample_bytree": 0.9, "learning_rate": 0.03, "max_depth": 2, "min_child_weight": 3.0, "n_estimators": 500, "n_jobs": 1, "objective": "reg:squarederror", "random_state": 42, "reg_alpha": 0.0, "reg_lambda": 5.0, "scaler": "none", "subsample": 0.9, "tree_method": "hist", "type": "XGBRegressor", "verbosity": 0}
xgb_d3 {"colsample_bytree": 0.9, "learning_rate": 0.03, "max_depth": 3, "min_child_weight": 3.0, "n_estimators": 500, "n_jobs": 1, "objective": "reg:squarederror", "random_state": 42, "reg_alpha": 0.0, "reg_lambda": 5.0, "scaler": "none", "subsample": 0.9, "tree_method": "hist", "type": "XGBRegressor", "verbosity": 0}
xgb_d4 {"colsample_bytree": 0.85, "learning_rate": 0.03, "max_depth": 4, "min_child_weight": 4.0, "n_estimators": 500, "n_jobs": 1, "objective": "reg:squarederror", "random_state": 42, "reg_alpha": 0.0, "reg_lambda": 8.0, "scaler": "none", "subsample": 0.85, "tree_method": "hist", "type": "XGBRegressor", "verbosity": 0}
xgb_slow {"colsample_bytree": 0.9, "learning_rate": 0.015, "max_depth": 3, "min_child_weight": 3.0, "n_estimators": 900, "n_jobs": 1, "objective": "reg:squarederror", "random_state": 42, "reg_alpha": 0.0, "reg_lambda": 8.0, "scaler": "none", "subsample": 0.9, "tree_method": "hist", "type": "XGBRegressor", "verbosity": 0}
xgb_regularized {"colsample_bytree": 0.75, "learning_rate": 0.02, "max_depth": 2, "min_child_weight": 5.0, "n_estimators": 700, "n_jobs": 1, "objective": "reg:squarederror", "random_state": 42, "reg_alpha": 0.5, "reg_lambda": 15.0, "scaler": "none", "subsample": 0.75, "tree_method": "hist", "type": "XGBRegressor", "verbosity": 0}
mlp_small {"activation": "relu", "alpha": 0.001, "early_stopping": true, "hidden_layer_sizes": [32], "learning_rate_init": 0.001, "max_iter": 700, "n_iter_no_change": 40, "random_state": 42, "scaler": "StandardScaler", "solver": "adam", "type": "MLPRegressor", "validation_fraction": 0.15}
mlp_medium {"activation": "relu", "alpha": 0.001, "early_stopping": true, "hidden_layer_sizes": [64, 32], "learning_rate_init": 0.001, "max_iter": 700, "n_iter_no_change": 40, "random_state": 42, "scaler": "StandardScaler", "solver": "adam", "type": "MLPRegressor", "validation_fraction": 0.15}
mlp_deep {"activation": "relu", "alpha": 0.003, "early_stopping": true, "hidden_layer_sizes": [128, 64, 32], "learning_rate_init": 0.001, "max_iter": 700, "n_iter_no_change": 40, "random_state": 42, "scaler": "StandardScaler", "solver": "adam", "type": "MLPRegressor", "validation_fraction": 0.15}
ann_tanh {"activation": "tanh", "alpha": 0.001, "early_stopping": true, "hidden_layer_sizes": [64, 32], "learning_rate_init": 0.001, "max_iter": 700, "n_iter_no_change": 40, "random_state": 42, "scaler": "StandardScaler", "solver": "adam", "type": "MLPRegressor", "validation_fraction": 0.15}
ann_lbfgs {"activation": "tanh", "alpha": 0.01, "hidden_layer_sizes": [32], "max_iter": 700, "random_state": 42, "scaler": "StandardScaler", "solver": "lbfgs", "type": "MLPRegressor"}
stack_mean {"fit_intercept": false, "type": "simple_mean", "weights": "equal"}
stack_ridge {"alpha": 1.0, "scaler": "StandardScaler", "type": "Ridge"}
stack_elasticnet {"alpha": 0.001, "l1_ratio": 0.25, "scaler": "StandardScaler", "type": "ElasticNet"}
stack_nnls {"fit_intercept": true, "positive": true, "scaler": "none", "type": "LinearRegression_positive"}

Best correction vs RAW

Precipitation RMAE (%)

source_model lead target metric raw_value best_value absolute_change improvement_percent best_spatial_mode best_predictor_set best_method best_stack_scope
RegCM 1 pr_o RMAE_percent 100.9047 39.9551 60.9496 60.4032 national P2+P4 stack_nnls within_RegCM
RegCM 2 pr_o RMAE_percent 94.3684 39.2723 55.0961 58.3841 national P4 ridge
RegCM 3 pr_o RMAE_percent 96.7140 40.4092 56.3048 58.2178 national P2+P4 stack_nnls within_RegCM
RegCM 4 pr_o RMAE_percent 87.8519 40.0337 47.8182 54.4304 national P2 ridge
RegCM 5 pr_o RMAE_percent 95.3652 40.3573 55.0079 57.6813 national P2 ridge
RegCM 6 pr_o RMAE_percent 92.8881 40.3005 52.5876 56.6139 national P2+P4 stack_nnls within_RegCM
clWRF 1 pr_o RMAE_percent 125.9205 39.2639 86.6565 68.8185 regional P2+P4 stack_nnls within_clWRF
clWRF 2 pr_o RMAE_percent 116.6648 39.1660 77.4988 66.4286 regional P2+P4 stack_mean within_clWRF
clWRF 3 pr_o RMAE_percent 118.9319 39.8153 79.1166 66.5226 national P2+P4 stack_nnls within_clWRF
clWRF 4 pr_o RMAE_percent 104.3409 39.5516 64.7893 62.0938 national P2+P4 stack_nnls within_clWRF
clWRF 5 pr_o RMAE_percent 114.8152 40.1856 74.6297 64.9998 regional P2+P4 stack_nnls within_clWRF
clWRF 6 pr_o RMAE_percent 109.5874 40.1227 69.4647 63.3875 national P2+P4 stack_nnls within_clWRF

Precipitation CORR

source_model lead target metric raw_value best_value absolute_change improvement_percent best_spatial_mode best_predictor_set best_method best_stack_scope
RegCM 1 pr_o CORR 0.5527 0.7894 0.2367 42.8265 national P2+P4 stack_nnls within_RegCM
RegCM 2 pr_o CORR 0.5749 0.8007 0.2259 39.2905 national P4 ridge
RegCM 3 pr_o CORR 0.5138 0.7855 0.2717 52.8892 national P2+P4 stack_nnls within_RegCM
RegCM 4 pr_o CORR 0.5677 0.7906 0.2230 39.2788 regional P2+P4 stack_nnls within_RegCM
RegCM 5 pr_o CORR 0.5293 0.7866 0.2574 48.6229 regional P2 ridge
RegCM 6 pr_o CORR 0.5555 0.7837 0.2282 41.0822 national P2+P4 stack_nnls within_RegCM
clWRF 1 pr_o CORR 0.6280 0.7904 0.1625 25.8732 regional P2+P4 stack_nnls within_clWRF
clWRF 2 pr_o CORR 0.6251 0.7962 0.1711 27.3681 national P2+P4 stack_mean within_clWRF
clWRF 3 pr_o CORR 0.5624 0.7909 0.2285 40.6355 national P2+P4 stack_nnls within_clWRF
clWRF 4 pr_o CORR 0.6201 0.7938 0.1737 28.0099 national P2+P4 stack_nnls within_clWRF
clWRF 5 pr_o CORR 0.5850 0.7893 0.2043 34.9202 regional P2 ridge
clWRF 6 pr_o CORR 0.6313 0.7870 0.1557 24.6661 national P2+P4 stack_nnls within_clWRF

T2m MAE (°C)

source_model lead target metric raw_value best_value absolute_change improvement_percent best_spatial_mode best_predictor_set best_method best_stack_scope
RegCM 1 t2_o MAE 1.4819 0.7796 0.7023 47.3916 national P4 ridge
RegCM 2 t2_o MAE 1.6209 0.8040 0.8169 50.4006 national P4 ridge
RegCM 3 t2_o MAE 1.5392 0.7765 0.7627 49.5534 regional P4 ridge
RegCM 4 t2_o MAE 1.5822 0.7958 0.7864 49.7029 national P4 ridge
RegCM 5 t2_o MAE 1.5865 0.8263 0.7602 47.9160 regional P4 ridge
RegCM 6 t2_o MAE 1.6644 0.8216 0.8428 50.6353 national P4 ridge
clWRF 1 t2_o MAE 1.4916 0.7693 0.7223 48.4239 national P4 ridge
clWRF 2 t2_o MAE 1.6590 0.7823 0.8767 52.8439 national P4 ridge
clWRF 3 t2_o MAE 1.6771 0.8054 0.8717 51.9772 national P4 ridge
clWRF 4 t2_o MAE 1.6967 0.7836 0.9130 53.8134 national P4 ridge
clWRF 5 t2_o MAE 1.7093 0.8129 0.8964 52.4415 national P4 ridge
clWRF 6 t2_o MAE 1.7865 0.8195 0.9671 54.1315 national P4 ridge

T2m RMSE (°C)

source_model lead target metric raw_value best_value absolute_change improvement_percent best_spatial_mode best_predictor_set best_method best_stack_scope
RegCM 1 t2_o RMSE 1.7865 1.0238 0.7627 42.6939 national P4 ridge
RegCM 2 t2_o RMSE 2.0231 1.0312 0.9919 49.0299 national P4 ridge
RegCM 3 t2_o RMSE 1.8555 1.0013 0.8541 46.0330 regional P4 ridge
RegCM 4 t2_o RMSE 1.8828 1.0017 0.8811 46.7982 national P4 ridge
RegCM 5 t2_o RMSE 1.9370 1.0324 0.9046 46.7001 national P4 ridge
RegCM 6 t2_o RMSE 2.0045 1.0184 0.9862 49.1970 national P4 ridge
clWRF 1 t2_o RMSE 1.7902 1.0041 0.7861 43.9129 national P2+P4 stack_mean within_clWRF
clWRF 2 t2_o RMSE 2.0099 1.0178 0.9921 49.3588 regional P2+P4 stack_nnls within_clWRF
clWRF 3 t2_o RMSE 1.9728 1.0231 0.9497 48.1388 regional P2+P4 stack_mean within_clWRF
clWRF 4 t2_o RMSE 1.9861 0.9861 1.0000 50.3507 national P4 ridge
clWRF 5 t2_o RMSE 2.0247 1.0148 1.0099 49.8809 national P4 ridge
clWRF 6 t2_o RMSE 2.0977 1.0363 1.0613 50.5959 national P4 ridge

T2m CORR

source_model lead target metric raw_value best_value absolute_change improvement_percent best_spatial_mode best_predictor_set best_method best_stack_scope
RegCM 1 t2_o CORR 0.8201 0.9394 0.1193 14.5431 regional P2 ridge
RegCM 2 t2_o CORR 0.8084 0.9365 0.1281 15.8504 regional P2+P4 stack_nnls within_RegCM
RegCM 3 t2_o CORR 0.8245 0.9402 0.1157 14.0366 regional P2+P4 stack_nnls within_RegCM
RegCM 4 t2_o CORR 0.8106 0.9393 0.1287 15.8744 regional P2+P4 stack_nnls within_RegCM
RegCM 5 t2_o CORR 0.8296 0.9377 0.1082 13.0402 national P2 ridge
RegCM 6 t2_o CORR 0.8316 0.9350 0.1034 12.4387 national P2+P4 stack_nnls within_RegCM
clWRF 1 t2_o CORR 0.8454 0.9406 0.0953 11.2699 regional P2 ridge
clWRF 2 t2_o CORR 0.8259 0.9394 0.1135 13.7408 regional P2+P4 stack_nnls within_clWRF
clWRF 3 t2_o CORR 0.8246 0.9399 0.1153 13.9806 regional P2 ridge
clWRF 4 t2_o CORR 0.8168 0.9409 0.1241 15.1886 regional P2+P4 stack_nnls within_clWRF
clWRF 5 t2_o CORR 0.8253 0.9383 0.1129 13.6851 national P2 ridge
clWRF 6 t2_o CORR 0.8303 0.9279 0.0977 11.7639 national P2+P4 stack_nnls within_clWRF

Best configuration per source model and lead

Precipitation RMAE (%)

source_model lead target spatial_mode predictor_set method metric stack_scope base_methods base_source_models weighted_mean rank_metric small_better
RegCM 1 pr_o national P2+P4 stack_nnls RMAE_percent within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 39.9551 RMAE_percent True
RegCM 2 pr_o national P4 ridge RMAE_percent 39.2723 RMAE_percent True
RegCM 3 pr_o national P2+P4 stack_nnls RMAE_percent within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 40.4092 RMAE_percent True
RegCM 4 pr_o national P2 ridge RMAE_percent 40.0337 RMAE_percent True
RegCM 5 pr_o national P2 ridge RMAE_percent 40.3573 RMAE_percent True
RegCM 6 pr_o national P2+P4 stack_nnls RMAE_percent within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 40.3005 RMAE_percent True
RegCM+clWRF 1 pr_o regional P2+P4 stack_mean RMAE_percent multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 39.3050 RMAE_percent True
RegCM+clWRF 2 pr_o regional P2+P4 stack_mean RMAE_percent multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 39.2837 RMAE_percent True
RegCM+clWRF 3 pr_o national P2+P4 stack_nnls RMAE_percent multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 40.2282 RMAE_percent True
RegCM+clWRF 4 pr_o national P2+P4 stack_nnls RMAE_percent multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 39.6355 RMAE_percent True
RegCM+clWRF 5 pr_o national P2+P4 stack_nnls RMAE_percent multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 40.3505 RMAE_percent True
RegCM+clWRF 6 pr_o national P2+P4 stack_nnls RMAE_percent multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 40.1759 RMAE_percent True
clWRF 1 pr_o regional P2+P4 stack_nnls RMAE_percent within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 39.2639 RMAE_percent True
clWRF 2 pr_o regional P2+P4 stack_mean RMAE_percent within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 39.1660 RMAE_percent True
clWRF 3 pr_o national P2+P4 stack_nnls RMAE_percent within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 39.8153 RMAE_percent True
clWRF 4 pr_o national P2+P4 stack_nnls RMAE_percent within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 39.5516 RMAE_percent True
clWRF 5 pr_o regional P2+P4 stack_nnls RMAE_percent within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 40.1856 RMAE_percent True
clWRF 6 pr_o national P2+P4 stack_nnls RMAE_percent within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 40.1227 RMAE_percent True

Precipitation CORR

source_model lead target spatial_mode predictor_set method metric stack_scope base_methods base_source_models weighted_mean rank_metric small_better
RegCM 1 pr_o national P2+P4 stack_nnls CORR within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 0.7894 CORR False
RegCM 2 pr_o national P4 ridge CORR 0.8007 CORR False
RegCM 3 pr_o national P2+P4 stack_nnls CORR within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 0.7855 CORR False
RegCM 4 pr_o regional P2+P4 stack_nnls CORR within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 0.7906 CORR False
RegCM 5 pr_o regional P2 ridge CORR 0.7866 CORR False
RegCM 6 pr_o national P2+P4 stack_nnls CORR within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 0.7837 CORR False
RegCM+clWRF 1 pr_o regional P2+P4 stack_mean CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.7901 CORR False
RegCM+clWRF 2 pr_o national P2+P4 stack_mean CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.7971 CORR False
RegCM+clWRF 3 pr_o national P2+P4 stack_nnls CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.7878 CORR False
RegCM+clWRF 4 pr_o national P2+P4 stack_nnls CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.7933 CORR False
RegCM+clWRF 5 pr_o national P2+P4 stack_nnls CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.7871 CORR False
RegCM+clWRF 6 pr_o national P2+P4 stack_nnls CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.7853 CORR False
clWRF 1 pr_o regional P2+P4 stack_nnls CORR within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.7904 CORR False
clWRF 2 pr_o national P2+P4 stack_mean CORR within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.7962 CORR False
clWRF 3 pr_o national P2+P4 stack_nnls CORR within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.7909 CORR False
clWRF 4 pr_o national P2+P4 stack_nnls CORR within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.7938 CORR False
clWRF 5 pr_o regional P2 ridge CORR 0.7893 CORR False
clWRF 6 pr_o national P2+P4 stack_nnls CORR within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.7870 CORR False

T2m MAE (°C)

source_model lead target spatial_mode predictor_set method metric stack_scope base_methods base_source_models weighted_mean rank_metric small_better
RegCM 1 t2_o national P4 ridge MAE 0.7796 MAE True
RegCM 2 t2_o national P4 ridge MAE 0.8040 MAE True
RegCM 3 t2_o regional P4 ridge MAE 0.7765 MAE True
RegCM 4 t2_o national P4 ridge MAE 0.7958 MAE True
RegCM 5 t2_o regional P4 ridge MAE 0.8263 MAE True
RegCM 6 t2_o national P4 ridge MAE 0.8216 MAE True
RegCM+clWRF 1 t2_o national P2+P4 stack_mean MAE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.7904 MAE True
RegCM+clWRF 2 t2_o regional P2+P4 stack_nnls MAE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.8073 MAE True
RegCM+clWRF 3 t2_o regional P2+P4 stack_mean MAE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.8019 MAE True
RegCM+clWRF 4 t2_o regional P2+P4 stack_nnls MAE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.8215 MAE True
RegCM+clWRF 5 t2_o regional P2+P4 stack_mean MAE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.8430 MAE True
RegCM+clWRF 6 t2_o regional P2+P4 stack_mean MAE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.8552 MAE True
clWRF 1 t2_o national P4 ridge MAE 0.7693 MAE True
clWRF 2 t2_o national P4 ridge MAE 0.7823 MAE True
clWRF 3 t2_o national P4 ridge MAE 0.8054 MAE True
clWRF 4 t2_o national P4 ridge MAE 0.7836 MAE True
clWRF 5 t2_o national P4 ridge MAE 0.8129 MAE True
clWRF 6 t2_o national P4 ridge MAE 0.8195 MAE True

T2m RMSE (°C)

source_model lead target spatial_mode predictor_set method metric stack_scope base_methods base_source_models weighted_mean rank_metric small_better
RegCM 1 t2_o national P4 ridge RMSE 1.0238 RMSE True
RegCM 2 t2_o national P4 ridge RMSE 1.0312 RMSE True
RegCM 3 t2_o regional P4 ridge RMSE 1.0013 RMSE True
RegCM 4 t2_o national P4 ridge RMSE 1.0017 RMSE True
RegCM 5 t2_o national P4 ridge RMSE 1.0324 RMSE True
RegCM 6 t2_o national P4 ridge RMSE 1.0184 RMSE True
RegCM+clWRF 1 t2_o national P2+P4 stack_mean RMSE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 1.0150 RMSE True
RegCM+clWRF 2 t2_o regional P2+P4 stack_nnls RMSE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 1.0221 RMSE True
RegCM+clWRF 3 t2_o regional P2+P4 stack_mean RMSE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 1.0166 RMSE True
RegCM+clWRF 4 t2_o regional P2+P4 stack_nnls RMSE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 1.0283 RMSE True
RegCM+clWRF 5 t2_o national P2+P4 stack_mean RMSE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 1.0521 RMSE True
RegCM+clWRF 6 t2_o national P2+P4 stack_nnls RMSE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 1.0571 RMSE True
clWRF 1 t2_o national P2+P4 stack_mean RMSE within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 1.0041 RMSE True
clWRF 2 t2_o regional P2+P4 stack_nnls RMSE within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 1.0178 RMSE True
clWRF 3 t2_o regional P2+P4 stack_mean RMSE within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 1.0231 RMSE True
clWRF 4 t2_o national P4 ridge RMSE 0.9861 RMSE True
clWRF 5 t2_o national P4 ridge RMSE 1.0148 RMSE True
clWRF 6 t2_o national P4 ridge RMSE 1.0363 RMSE True

T2m CORR

source_model lead target spatial_mode predictor_set method metric stack_scope base_methods base_source_models weighted_mean rank_metric small_better
RegCM 1 t2_o regional P2 ridge CORR 0.9394 CORR False
RegCM 2 t2_o regional P2+P4 stack_nnls CORR within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 0.9365 CORR False
RegCM 3 t2_o regional P2+P4 stack_nnls CORR within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 0.9402 CORR False
RegCM 4 t2_o regional P2+P4 stack_nnls CORR within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 0.9393 CORR False
RegCM 5 t2_o national P2 ridge CORR 0.9377 CORR False
RegCM 6 t2_o national P2+P4 stack_nnls CORR within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 0.9350 CORR False
RegCM+clWRF 1 t2_o regional P2+P4 stack_nnls CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.9362 CORR False
RegCM+clWRF 2 t2_o regional P2+P4 stack_mean CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.9371 CORR False
RegCM+clWRF 3 t2_o regional P2+P4 stack_mean CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.9411 CORR False
RegCM+clWRF 4 t2_o regional P2+P4 stack_nnls CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.9402 CORR False
RegCM+clWRF 5 t2_o national P2+P4 stack_nnls CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.9347 CORR False
RegCM+clWRF 6 t2_o national P2+P4 stack_nnls CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.9283 CORR False
clWRF 1 t2_o regional P2 ridge CORR 0.9406 CORR False
clWRF 2 t2_o regional P2+P4 stack_nnls CORR within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.9394 CORR False
clWRF 3 t2_o regional P2 ridge CORR 0.9399 CORR False
clWRF 4 t2_o regional P2+P4 stack_nnls CORR within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.9409 CORR False
clWRF 5 t2_o national P2 ridge CORR 0.9383 CORR False
clWRF 6 t2_o national P2+P4 stack_nnls CORR within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.9279 CORR False

Method ranking

Each method is first allowed to choose its best spatial mode and predictor setup for each source/lead case. The scores are then averaged.

Precipitation RMAE (%)

rank target metric method mean_score median_score n_cases small_better
1 pr_o RMAE_percent stack_nnls 39.9173 40.0201 18 True
2 pr_o RMAE_percent ridge 40.1407 40.2625 12 True
3 pr_o RMAE_percent stack_mean 40.3442 40.4541 18 True
4 pr_o RMAE_percent mlp_small 40.3903 40.4014 12 True
5 pr_o RMAE_percent xgb_regularized 40.5261 40.5374 12 True
6 pr_o RMAE_percent xgb_d2 40.5483 40.5634 12 True
7 pr_o RMAE_percent ann_tanh 40.6162 40.5865 12 True
8 pr_o RMAE_percent xgb_slow 40.7015 40.7218 12 True
9 pr_o RMAE_percent xgb_d3 40.7396 40.7629 12 True
10 pr_o RMAE_percent mlp_medium 40.8218 40.7680 12 True
11 pr_o RMAE_percent xgb_d4 40.9441 40.9263 12 True
12 pr_o RMAE_percent mlp_deep 41.1380 41.0147 12 True
13 pr_o RMAE_percent stack_elasticnet 41.5519 41.3926 18 True
14 pr_o RMAE_percent stack_ridge 41.5870 41.4078 18 True
15 pr_o RMAE_percent ann_lbfgs 41.6684 41.6089 12 True
16 pr_o RMAE_percent raw 104.8627 102.6228 12 True

Precipitation CORR

rank target metric method mean_score median_score n_cases small_better
1 pr_o CORR stack_nnls 0.7898 0.7891 18 False
2 pr_o CORR ridge 0.7879 0.7879 12 False
3 pr_o CORR stack_mean 0.7857 0.7846 18 False
4 pr_o CORR mlp_small 0.7850 0.7849 12 False
5 pr_o CORR ann_tanh 0.7829 0.7836 12 False
6 pr_o CORR xgb_regularized 0.7826 0.7825 12 False
7 pr_o CORR xgb_d2 0.7822 0.7822 12 False
8 pr_o CORR xgb_slow 0.7805 0.7805 12 False
9 pr_o CORR xgb_d3 0.7801 0.7800 12 False
10 pr_o CORR mlp_medium 0.7799 0.7821 12 False
11 pr_o CORR xgb_d4 0.7776 0.7778 12 False
12 pr_o CORR mlp_deep 0.7761 0.7771 12 False
13 pr_o CORR stack_elasticnet 0.7759 0.7760 18 False
14 pr_o CORR stack_ridge 0.7755 0.7758 18 False
15 pr_o CORR ann_lbfgs 0.7719 0.7719 12 False
16 pr_o CORR raw 0.5788 0.5713 12 False

T2m MAE (°C)

rank target metric method mean_score median_score n_cases small_better
1 t2_o MAE ridge 0.7981 0.7999 12 True
2 t2_o MAE stack_mean 0.8249 0.8245 18 True
3 t2_o MAE stack_nnls 0.8379 0.8347 18 True
4 t2_o MAE xgb_regularized 0.8590 0.8662 12 True
5 t2_o MAE xgb_d2 0.8644 0.8712 12 True
6 t2_o MAE xgb_slow 0.8692 0.8756 12 True
7 t2_o MAE xgb_d3 0.8705 0.8762 12 True
8 t2_o MAE xgb_d4 0.8741 0.8798 12 True
9 t2_o MAE ann_tanh 0.8845 0.8952 12 True
10 t2_o MAE mlp_small 0.8854 0.8879 12 True
11 t2_o MAE ann_lbfgs 0.9047 0.9058 12 True
12 t2_o MAE mlp_medium 0.9063 0.9062 12 True
13 t2_o MAE mlp_deep 0.9209 0.9262 12 True
14 t2_o MAE stack_elasticnet 0.9240 0.9229 18 True
15 t2_o MAE stack_ridge 0.9252 0.9247 18 True
16 t2_o MAE raw 1.6246 1.6400 12 True

T2m RMSE (°C)

rank target metric method mean_score median_score n_cases small_better
1 t2_o RMSE ridge 1.0183 1.0189 12 True
2 t2_o RMSE stack_mean 1.0429 1.0361 18 True
3 t2_o RMSE stack_nnls 1.0481 1.0459 18 True
4 t2_o RMSE xgb_regularized 1.0837 1.0867 12 True
5 t2_o RMSE xgb_d2 1.0865 1.0906 12 True
6 t2_o RMSE xgb_slow 1.0990 1.1026 12 True
7 t2_o RMSE xgb_d3 1.1014 1.1040 12 True
8 t2_o RMSE xgb_d4 1.1132 1.1151 12 True
9 t2_o RMSE ann_tanh 1.1133 1.1209 12 True
10 t2_o RMSE mlp_small 1.1145 1.1112 12 True
11 t2_o RMSE ann_lbfgs 1.1459 1.1423 12 True
12 t2_o RMSE mlp_medium 1.1558 1.1464 12 True
13 t2_o RMSE stack_elasticnet 1.1653 1.1654 18 True
14 t2_o RMSE stack_ridge 1.1671 1.1674 18 True
15 t2_o RMSE mlp_deep 1.1776 1.1793 12 True
16 t2_o RMSE raw 1.9476 1.9794 12 True

T2m CORR

rank target metric method mean_score median_score n_cases small_better
1 t2_o CORR stack_nnls 0.9364 0.9366 18 False
2 t2_o CORR ridge 0.9358 0.9380 12 False
3 t2_o CORR stack_mean 0.9321 0.9351 18 False
4 t2_o CORR xgb_regularized 0.9297 0.9308 12 False
5 t2_o CORR xgb_d2 0.9293 0.9307 12 False
6 t2_o CORR xgb_slow 0.9281 0.9303 12 False
7 t2_o CORR xgb_d3 0.9277 0.9300 12 False
8 t2_o CORR xgb_d4 0.9258 0.9282 12 False
9 t2_o CORR stack_elasticnet 0.9254 0.9280 18 False
10 t2_o CORR ann_tanh 0.9254 0.9282 12 False
11 t2_o CORR mlp_small 0.9254 0.9277 12 False
12 t2_o CORR stack_ridge 0.9251 0.9275 18 False
13 t2_o CORR ann_lbfgs 0.9195 0.9221 12 False
14 t2_o CORR mlp_medium 0.9192 0.9209 12 False
15 t2_o CORR mlp_deep 0.9163 0.9195 12 False
16 t2_o CORR raw 0.8244 0.8250 12 False

Stacking vs individual models

Positive gain means the best stacking configuration improves upon the best individual RegCM/clWRF correction for that target/lead/metric.
lead target metric best_individual_source best_individual_method best_individual_spatial_mode best_individual_predictor_set best_individual_score best_stack_source best_stack_method best_stack_scope best_stack_spatial_mode best_stack_score absolute_gain_stack_vs_individual relative_gain_percent_stack_vs_individual winner
1 pr_o RMAE_percent clWRF ridge national P2 39.9708 clWRF stack_nnls within_clWRF regional 39.2639 0.7068 1.7684 stacking
2 pr_o RMAE_percent RegCM ridge national P4 39.2723 clWRF stack_mean within_clWRF regional 39.1660 0.1062 0.2705 stacking
3 pr_o RMAE_percent clWRF ridge national P2 40.3574 clWRF stack_nnls within_clWRF national 39.8153 0.5422 1.3434 stacking
4 pr_o RMAE_percent RegCM ridge national P2 40.0337 clWRF stack_nnls within_clWRF national 39.5516 0.4821 1.2043 stacking
5 pr_o RMAE_percent RegCM ridge national P2 40.3573 clWRF stack_nnls within_clWRF regional 40.1856 0.1718 0.4256 stacking
6 pr_o RMAE_percent clWRF mlp_small regional P2 40.5413 clWRF stack_nnls within_clWRF national 40.1227 0.4186 1.0326 stacking
1 pr_o CORR clWRF ridge regional P2 0.7904 clWRF stack_nnls within_clWRF regional 0.7904 0.0001 0.0087 stacking
2 pr_o CORR RegCM ridge national P4 0.8007 RegCM+clWRF stack_mean multi_source national 0.7971 -0.0037 -0.4562 individual
3 pr_o CORR clWRF mlp_small national P2 0.7855 clWRF stack_nnls within_clWRF national 0.7909 0.0054 0.6938 stacking
4 pr_o CORR RegCM ann_tanh national P2 0.7892 clWRF stack_nnls within_clWRF national 0.7938 0.0046 0.5815 stacking
5 pr_o CORR clWRF ridge regional P2 0.7893 clWRF stack_nnls within_clWRF national 0.7888 -0.0005 -0.0642 individual
6 pr_o CORR clWRF ridge national P2 0.7827 clWRF stack_nnls within_clWRF national 0.7870 0.0043 0.5446 stacking
1 t2_o MAE clWRF ridge national P4 0.7693 clWRF stack_mean within_clWRF national 0.7791 -0.0098 -1.2768 individual
2 t2_o MAE clWRF ridge national P4 0.7823 clWRF stack_mean within_clWRF regional 0.8062 -0.0238 -3.0445 individual
3 t2_o MAE RegCM ridge regional P4 0.7765 RegCM+clWRF stack_mean multi_source regional 0.8019 -0.0254 -3.2730 individual
4 t2_o MAE clWRF ridge national P4 0.7836 RegCM+clWRF stack_nnls multi_source regional 0.8215 -0.0378 -4.8299 individual
5 t2_o MAE clWRF ridge national P4 0.8129 RegCM+clWRF stack_mean multi_source regional 0.8430 -0.0301 -3.7040 individual
6 t2_o MAE clWRF ridge national P4 0.8195 RegCM stack_mean within_RegCM regional 0.8541 -0.0346 -4.2264 individual
1 t2_o RMSE clWRF ridge national P4 1.0179 clWRF stack_mean within_clWRF national 1.0041 0.0138 1.3545 stacking
2 t2_o RMSE clWRF ridge national P4 1.0195 clWRF stack_nnls within_clWRF regional 1.0178 0.0016 0.1586 stacking
3 t2_o RMSE RegCM ridge regional P4 1.0013 RegCM+clWRF stack_mean multi_source regional 1.0166 -0.0152 -1.5203 individual
4 t2_o RMSE clWRF ridge national P4 0.9861 RegCM+clWRF stack_nnls multi_source regional 1.0283 -0.0423 -4.2848 individual
5 t2_o RMSE clWRF ridge national P4 1.0148 RegCM+clWRF stack_mean multi_source national 1.0521 -0.0374 -3.6814 individual
6 t2_o RMSE RegCM ridge national P4 1.0184 RegCM+clWRF stack_nnls multi_source national 1.0571 -0.0387 -3.7992 individual
1 t2_o CORR clWRF ridge regional P2 0.9406 RegCM stack_nnls within_RegCM regional 0.9379 -0.0028 -0.2936 individual
2 t2_o CORR clWRF ridge regional P2 0.9378 clWRF stack_nnls within_clWRF regional 0.9394 0.0016 0.1707 stacking
3 t2_o CORR clWRF ridge regional P2 0.9399 RegCM+clWRF stack_mean multi_source regional 0.9411 0.0012 0.1283 stacking
4 t2_o CORR clWRF ridge regional P2 0.9395 clWRF stack_nnls within_clWRF regional 0.9409 0.0014 0.1445 stacking
5 t2_o CORR clWRF ridge national P2 0.9383 clWRF stack_nnls within_clWRF national 0.9356 -0.0027 -0.2861 individual
6 t2_o CORR RegCM ridge national P2 0.9265 RegCM stack_nnls within_RegCM national 0.9350 0.0086 0.9242 stacking

Stacking weights

Weights are reported for linear meta-models when available. They are month/region-specific because PA3 trains separate monthly models.

month meta_method n_samples feature_names weights_json region_unit label
1 stack_elasticnet 15035 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.3298010230064392, "weights": {"RegCM_P2_ridge": -8.52037239074707, "RegCM_P2_xgb_d2": 5.881043910980225, "RegCM_P2_xgb_regularized": -13.46506118774414, "RegCM_P2_mlp_small": 5.92092752456665, "RegCM_P2_ann_tanh": -2.844460964202881, "RegCM_P4_ridge": 3.900977849960327, "RegCM_P4_xgb_d2": 5.574275970458984, "RegCM_P4_xgb_regularized": -8.98043441772461, "RegCM_P4_mlp_small": -0.7089588642120361, "RegCM_P4_ann_tanh": -0.4288586676120758, "clWRF_P2_ridge": -2.8369972705841064, "clWRF_P2_xgb_d2": 2.244265556335449, "clWRF_P2_xgb_regularized": -5.401874542236328, "clWRF_P2_mlp_small": -2.4181571006774902, "clWRF_P2_ann_tanh": 1.294101595878601, "clWRF_P4_ridge": -2.1751668453216553, "clWRF_P4_xgb_d2": 1.2013278007507324, "clWRF_P4_xgb_regularized": -0.21068552136421204, "clWRF_P4_mlp_small": -0.544837474822998, "clWRF_P4_ann_tanh": -0.40836048126220703}} ALL STACK_multi_source_lead1_pr_o_national_stack_elasticnet
2 stack_elasticnet 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.8338610630053154e-07, "weights": {"RegCM_P2_ridge": -6.883800029754639, "RegCM_P2_xgb_d2": 2.0884385108947754, "RegCM_P2_xgb_regularized": -5.095398902893066, "RegCM_P2_mlp_small": 0.04208400845527649, "RegCM_P2_ann_tanh": -0.04614679142832756, "RegCM_P4_ridge": 1.0447442531585693, "RegCM_P4_xgb_d2": 3.033834218978882, "RegCM_P4_xgb_regularized": -7.1298041343688965, "RegCM_P4_mlp_small": -2.6583468914031982, "RegCM_P4_ann_tanh": 0.5347908735275269, "clWRF_P2_ridge": 3.537667751312256, "clWRF_P2_xgb_d2": -1.5751007795333862, "clWRF_P2_xgb_regularized": 0.918755054473877, "clWRF_P2_mlp_small": -0.7339634299278259, "clWRF_P2_ann_tanh": -0.8483734130859375, "clWRF_P4_ridge": 1.549314260482788, "clWRF_P4_xgb_d2": 17.533994674682617, "clWRF_P4_xgb_regularized": -16.045963287353516, "clWRF_P4_mlp_small": 1.4767831563949585, "clWRF_P4_ann_tanh": 2.2740836143493652}} ALL STACK_multi_source_lead1_pr_o_national_stack_elasticnet
3 stack_elasticnet 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 4.999861147325646e-08, "weights": {"RegCM_P2_ridge": -15.501338958740234, "RegCM_P2_xgb_d2": -16.941909790039062, "RegCM_P2_xgb_regularized": 14.55211067199707, "RegCM_P2_mlp_small": 3.5902135372161865, "RegCM_P2_ann_tanh": 0.3804290294647217, "RegCM_P4_ridge": 1.665682077407837, "RegCM_P4_xgb_d2": -14.048187255859375, "RegCM_P4_xgb_regularized": 11.793356895446777, "RegCM_P4_mlp_small": 2.686805009841919, "RegCM_P4_ann_tanh": -1.9744571447372437, "clWRF_P2_ridge": -0.9879480600357056, "clWRF_P2_xgb_d2": 5.9366655349731445, "clWRF_P2_xgb_regularized": -3.0375216007232666, "clWRF_P2_mlp_small": -2.916240930557251, "clWRF_P2_ann_tanh": -1.4933786392211914, "clWRF_P4_ridge": -0.6180716753005981, "clWRF_P4_xgb_d2": -44.81093978881836, "clWRF_P4_xgb_regularized": 43.7313117980957, "clWRF_P4_mlp_small": 4.256883144378662, "clWRF_P4_ann_tanh": 0.8481763601303101}} ALL STACK_multi_source_lead1_pr_o_national_stack_elasticnet
4 stack_elasticnet 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 6.823414651080384e-07, "weights": {"RegCM_P2_ridge": 3.0413854122161865, "RegCM_P2_xgb_d2": 10.965195655822754, "RegCM_P2_xgb_regularized": -12.300098419189453, "RegCM_P2_mlp_small": 0.45059463381767273, "RegCM_P2_ann_tanh": -0.8512060046195984, "RegCM_P4_ridge": -12.832902908325195, "RegCM_P4_xgb_d2": -38.96113967895508, "RegCM_P4_xgb_regularized": 37.11546325683594, "RegCM_P4_mlp_small": -11.343120574951172, "RegCM_P4_ann_tanh": 1.0262783765792847, "clWRF_P2_ridge": 2.945276975631714, "clWRF_P2_xgb_d2": 1.7919065952301025, "clWRF_P2_xgb_regularized": -13.236468315124512, "clWRF_P2_mlp_small": 10.187870025634766, "clWRF_P2_ann_tanh": 1.094946265220642, "clWRF_P4_ridge": 11.648874282836914, "clWRF_P4_xgb_d2": -23.84454345703125, "clWRF_P4_xgb_regularized": 31.083303451538086, "clWRF_P4_mlp_small": 6.835146903991699, "clWRF_P4_ann_tanh": 4.845522880554199}} ALL STACK_multi_source_lead1_pr_o_national_stack_elasticnet
5 stack_elasticnet 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.313553070758644e-07, "weights": {"RegCM_P2_ridge": -6.608389854431152, "RegCM_P2_xgb_d2": 36.08809280395508, "RegCM_P2_xgb_regularized": -44.97660827636719, "RegCM_P2_mlp_small": 10.460882186889648, "RegCM_P2_ann_tanh": 5.532096862792969, "RegCM_P4_ridge": 13.584029197692871, "RegCM_P4_xgb_d2": -12.677087783813477, "RegCM_P4_xgb_regularized": 10.21134090423584, "RegCM_P4_mlp_small": 8.163718223571777, "RegCM_P4_ann_tanh": 2.1204464435577393, "clWRF_P2_ridge": 12.415281295776367, "clWRF_P2_xgb_d2": 13.557905197143555, "clWRF_P2_xgb_regularized": -25.991395950317383, "clWRF_P2_mlp_small": -12.649141311645508, "clWRF_P2_ann_tanh": 1.6762086153030396, "clWRF_P4_ridge": -10.197029113769531, "clWRF_P4_xgb_d2": 10.286857604980469, "clWRF_P4_xgb_regularized": 4.537653923034668, "clWRF_P4_mlp_small": -0.5327936410903931, "clWRF_P4_ann_tanh": 3.657539129257202}} ALL STACK_multi_source_lead1_pr_o_national_stack_elasticnet
6 stack_elasticnet 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.1769559478125302e-06, "weights": {"RegCM_P2_ridge": -8.978385925292969, "RegCM_P2_xgb_d2": 10.366572380065918, "RegCM_P2_xgb_regularized": -12.904565811157227, "RegCM_P2_mlp_small": -12.211301803588867, "RegCM_P2_ann_tanh": 6.973686218261719, "RegCM_P4_ridge": 1.0894997119903564, "RegCM_P4_xgb_d2": 24.889484405517578, "RegCM_P4_xgb_regularized": -24.565523147583008, "RegCM_P4_mlp_small": -6.914933681488037, "RegCM_P4_ann_tanh": -4.264906883239746, "clWRF_P2_ridge": 0.7652455568313599, "clWRF_P2_xgb_d2": -1.3283928632736206, "clWRF_P2_xgb_regularized": -10.166204452514648, "clWRF_P2_mlp_small": -4.59929084777832, "clWRF_P2_ann_tanh": -4.520823955535889, "clWRF_P4_ridge": 8.728718757629395, "clWRF_P4_xgb_d2": -19.071247100830078, "clWRF_P4_xgb_regularized": 16.973730087280273, "clWRF_P4_mlp_small": -0.2517668604850769, "clWRF_P4_ann_tanh": -1.9859355688095093}} ALL STACK_multi_source_lead1_pr_o_national_stack_elasticnet
7 stack_elasticnet 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -3.88558987651777e-07, "weights": {"RegCM_P2_ridge": -11.785721778869629, "RegCM_P2_xgb_d2": 3.5224709510803223, "RegCM_P2_xgb_regularized": -9.22455883026123, "RegCM_P2_mlp_small": -2.6092257499694824, "RegCM_P2_ann_tanh": -0.6013690233230591, "RegCM_P4_ridge": -11.217824935913086, "RegCM_P4_xgb_d2": 32.717445373535156, "RegCM_P4_xgb_regularized": -38.44004821777344, "RegCM_P4_mlp_small": 3.1816258430480957, "RegCM_P4_ann_tanh": 0.7574127316474915, "clWRF_P2_ridge": -9.655816078186035, "clWRF_P2_xgb_d2": -3.6416280269622803, "clWRF_P2_xgb_regularized": -13.761428833007812, "clWRF_P2_mlp_small": 28.502330780029297, "clWRF_P2_ann_tanh": -9.763378143310547, "clWRF_P4_ridge": 4.789650917053223, "clWRF_P4_xgb_d2": -11.896231651306152, "clWRF_P4_xgb_regularized": 13.99261474609375, "clWRF_P4_mlp_small": 0.9124824404716492, "clWRF_P4_ann_tanh": 0.26153650879859924}} ALL STACK_multi_source_lead1_pr_o_national_stack_elasticnet
8 stack_elasticnet 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -7.337731062762032e-07, "weights": {"RegCM_P2_ridge": -9.791014671325684, "RegCM_P2_xgb_d2": 1.9680544137954712, "RegCM_P2_xgb_regularized": -15.982596397399902, "RegCM_P2_mlp_small": -5.2232465744018555, "RegCM_P2_ann_tanh": -0.5479832887649536, "RegCM_P4_ridge": 7.248962879180908, "RegCM_P4_xgb_d2": -41.679931640625, "RegCM_P4_xgb_regularized": 33.595096588134766, "RegCM_P4_mlp_small": 2.3597307205200195, "RegCM_P4_ann_tanh": 1.034044861793518, "clWRF_P2_ridge": -9.46601676940918, "clWRF_P2_xgb_d2": 4.116859436035156, "clWRF_P2_xgb_regularized": -15.688251495361328, "clWRF_P2_mlp_small": -0.22900210320949554, "clWRF_P2_ann_tanh": -0.611765444278717, "clWRF_P4_ridge": -14.165983200073242, "clWRF_P4_xgb_d2": 43.85955810546875, "clWRF_P4_xgb_regularized": -44.31129837036133, "clWRF_P4_mlp_small": 9.4877290725708, "clWRF_P4_ann_tanh": 0.4244391620159149}} ALL STACK_multi_source_lead1_pr_o_national_stack_elasticnet
9 stack_elasticnet 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -4.886899773737241e-07, "weights": {"RegCM_P2_ridge": -17.007476806640625, "RegCM_P2_xgb_d2": 5.533860683441162, "RegCM_P2_xgb_regularized": -33.0801887512207, "RegCM_P2_mlp_small": -1.6713850498199463, "RegCM_P2_ann_tanh": 5.309699058532715, "RegCM_P4_ridge": 6.426445960998535, "RegCM_P4_xgb_d2": 33.20780944824219, "RegCM_P4_xgb_regularized": -34.119834899902344, "RegCM_P4_mlp_small": 1.0940924882888794, "RegCM_P4_ann_tanh": 3.8424761295318604, "clWRF_P2_ridge": 0.1301000714302063, "clWRF_P2_xgb_d2": -18.322782516479492, "clWRF_P2_xgb_regularized": 1.9013521671295166, "clWRF_P2_mlp_small": 3.740670919418335, "clWRF_P2_ann_tanh": -8.313997268676758, "clWRF_P4_ridge": -9.826005935668945, "clWRF_P4_xgb_d2": 27.09861946105957, "clWRF_P4_xgb_regularized": -23.17197036743164, "clWRF_P4_mlp_small": -0.033676616847515106, "clWRF_P4_ann_tanh": 1.113457441329956}} ALL STACK_multi_source_lead1_pr_o_national_stack_elasticnet
10 stack_elasticnet 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 7.347512109845411e-07, "weights": {"RegCM_P2_ridge": 1.272096037864685, "RegCM_P2_xgb_d2": -21.10146713256836, "RegCM_P2_xgb_regularized": -9.567580223083496, "RegCM_P2_mlp_small": 30.62213706970215, "RegCM_P2_ann_tanh": 12.576790809631348, "RegCM_P4_ridge": -1.815185785293579, "RegCM_P4_xgb_d2": -33.9185791015625, "RegCM_P4_xgb_regularized": 64.69609069824219, "RegCM_P4_mlp_small": -5.093885898590088, "RegCM_P4_ann_tanh": 13.120725631713867, "clWRF_P2_ridge": -4.5203776359558105, "clWRF_P2_xgb_d2": 58.40851593017578, "clWRF_P2_xgb_regularized": -75.50118255615234, "clWRF_P2_mlp_small": -28.53509521484375, "clWRF_P2_ann_tanh": -3.9317543506622314, "clWRF_P4_ridge": 7.736132621765137, "clWRF_P4_xgb_d2": -43.737709045410156, "clWRF_P4_xgb_regularized": 29.594484329223633, "clWRF_P4_mlp_small": 9.568306922912598, "clWRF_P4_ann_tanh": 7.322093486785889}} ALL STACK_multi_source_lead1_pr_o_national_stack_elasticnet
11 stack_elasticnet 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.0223171759425895e-07, "weights": {"RegCM_P2_ridge": -16.98448371887207, "RegCM_P2_xgb_d2": -76.84207153320312, "RegCM_P2_xgb_regularized": 65.16588592529297, "RegCM_P2_mlp_small": 27.154748916625977, "RegCM_P2_ann_tanh": 17.416702270507812, "RegCM_P4_ridge": 39.016544342041016, "RegCM_P4_xgb_d2": 114.9338150024414, "RegCM_P4_xgb_regularized": -107.88660430908203, "RegCM_P4_mlp_small": 4.278751850128174, "RegCM_P4_ann_tanh": -17.814502716064453, "clWRF_P2_ridge": 68.2276611328125, "clWRF_P2_xgb_d2": -27.95600700378418, "clWRF_P2_xgb_regularized": 15.051386833190918, "clWRF_P2_mlp_small": -30.959089279174805, "clWRF_P2_ann_tanh": -34.29813003540039, "clWRF_P4_ridge": -30.281177520751953, "clWRF_P4_xgb_d2": -81.50202178955078, "clWRF_P4_xgb_regularized": 112.06108093261719, "clWRF_P4_mlp_small": 3.8417155742645264, "clWRF_P4_ann_tanh": -16.634187698364258}} ALL STACK_multi_source_lead1_pr_o_national_stack_elasticnet
12 stack_elasticnet 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 3.5407376230978116e-07, "weights": {"RegCM_P2_ridge": -27.420949935913086, "RegCM_P2_xgb_d2": -42.817386627197266, "RegCM_P2_xgb_regularized": 42.283599853515625, "RegCM_P2_mlp_small": -5.264604091644287, "RegCM_P2_ann_tanh": 18.087087631225586, "RegCM_P4_ridge": 2.8183205127716064, "RegCM_P4_xgb_d2": -78.74449920654297, "RegCM_P4_xgb_regularized": 78.5129165649414, "RegCM_P4_mlp_small": 10.392167091369629, "RegCM_P4_ann_tanh": 3.7837820053100586, "clWRF_P2_ridge": 3.2027149200439453, "clWRF_P2_xgb_d2": 8.418673515319824, "clWRF_P2_xgb_regularized": -27.219987869262695, "clWRF_P2_mlp_small": 4.129756450653076, "clWRF_P2_ann_tanh": -3.4899404048919678, "clWRF_P4_ridge": 0.4417528808116913, "clWRF_P4_xgb_d2": 33.55086898803711, "clWRF_P4_xgb_regularized": -37.3521614074707, "clWRF_P4_mlp_small": -0.2038203626871109, "clWRF_P4_ann_tanh": 5.61851167678833}} ALL STACK_multi_source_lead1_pr_o_national_stack_elasticnet
1 stack_mean 15035 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} ALL STACK_multi_source_lead1_pr_o_national_stack_mean
2 stack_mean 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} ALL STACK_multi_source_lead1_pr_o_national_stack_mean
3 stack_mean 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} ALL STACK_multi_source_lead1_pr_o_national_stack_mean
4 stack_mean 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} ALL STACK_multi_source_lead1_pr_o_national_stack_mean
5 stack_mean 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} ALL STACK_multi_source_lead1_pr_o_national_stack_mean
6 stack_mean 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} ALL STACK_multi_source_lead1_pr_o_national_stack_mean
7 stack_mean 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} ALL STACK_multi_source_lead1_pr_o_national_stack_mean
8 stack_mean 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} ALL STACK_multi_source_lead1_pr_o_national_stack_mean
9 stack_mean 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} ALL STACK_multi_source_lead1_pr_o_national_stack_mean
10 stack_mean 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} ALL STACK_multi_source_lead1_pr_o_national_stack_mean
11 stack_mean 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} ALL STACK_multi_source_lead1_pr_o_national_stack_mean
12 stack_mean 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} ALL STACK_multi_source_lead1_pr_o_national_stack_mean
1 stack_nnls 15035 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.3298010230064392, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} ALL STACK_multi_source_lead1_pr_o_national_stack_nnls
2 stack_nnls 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0032497283536940813, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.21362338960170746, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.016081294044852257, "clWRF_P4_ann_tanh": 0.09886112809181213}} ALL STACK_multi_source_lead1_pr_o_national_stack_nnls
3 stack_nnls 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.2959078550338745, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.00010517553891986609, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.23659487068653107, "clWRF_P4_ann_tanh": 0.0}} ALL STACK_multi_source_lead1_pr_o_national_stack_nnls
4 stack_nnls 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.7702358365058899, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.10070797055959702, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.12892761826515198, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.06943590939044952, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.09294877201318741, "clWRF_P4_mlp_small": 0.04949726164340973, "clWRF_P4_ann_tanh": 0.09951077401638031}} ALL STACK_multi_source_lead1_pr_o_national_stack_nnls
5 stack_nnls 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.334625005722046, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.12193034589290619, "RegCM_P4_ridge": 0.2530275285243988, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.10684557259082794, "RegCM_P4_ann_tanh": 0.017296211794018745, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.20543122291564941, "clWRF_P4_xgb_regularized": 0.00653490424156189, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.043454140424728394}} ALL STACK_multi_source_lead1_pr_o_national_stack_nnls
6 stack_nnls 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 5.03382750594028e-07, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} ALL STACK_multi_source_lead1_pr_o_national_stack_nnls
7 stack_nnls 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.2575336992740631, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0982191264629364, "clWRF_P4_ann_tanh": 0.0}} ALL STACK_multi_source_lead1_pr_o_national_stack_nnls
8 stack_nnls 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.24696099758148193, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0936218798160553, "clWRF_P4_ann_tanh": 0.03563554212450981}} ALL STACK_multi_source_lead1_pr_o_national_stack_nnls
9 stack_nnls 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -5.03382750594028e-07, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} ALL STACK_multi_source_lead1_pr_o_national_stack_nnls
10 stack_nnls 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.6037358045578003, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.10895426571369171, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.023322783410549164, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.34809228777885437, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.06037982180714607, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.10936093330383301, "clWRF_P4_ann_tanh": 0.014234736561775208}} ALL STACK_multi_source_lead1_pr_o_national_stack_nnls
11 stack_nnls 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.5647416710853577, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.2713320851325989, "RegCM_P2_ann_tanh": 0.1467546820640564, "RegCM_P4_ridge": 0.161100834608078, "RegCM_P4_xgb_d2": 0.15122738480567932, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.04350632429122925, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.30684754252433777, "clWRF_P4_mlp_small": 0.0464569628238678, "clWRF_P4_ann_tanh": 0.0}} ALL STACK_multi_source_lead1_pr_o_national_stack_nnls
12 stack_nnls 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.6019192337989807, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.12309293448925018, "RegCM_P4_ann_tanh": 0.06504639238119125, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.03982143849134445}} ALL STACK_multi_source_lead1_pr_o_national_stack_nnls
1 stack_ridge 15035 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.32980865240097046, "weights": {"RegCM_P2_ridge": -8.5802001953125, "RegCM_P2_xgb_d2": 6.620451927185059, "RegCM_P2_xgb_regularized": -14.251276969909668, "RegCM_P2_mlp_small": 6.010190010070801, "RegCM_P2_ann_tanh": -2.8386576175689697, "RegCM_P4_ridge": 3.9422714710235596, "RegCM_P4_xgb_d2": 5.882972717285156, "RegCM_P4_xgb_regularized": -9.311710357666016, "RegCM_P4_mlp_small": -0.7129043340682983, "RegCM_P4_ann_tanh": -0.4240250885486603, "clWRF_P2_ridge": -2.8101375102996826, "clWRF_P2_xgb_d2": 2.503019332885742, "clWRF_P2_xgb_regularized": -5.669370174407959, "clWRF_P2_mlp_small": -2.42324161529541, "clWRF_P2_ann_tanh": 1.2920838594436646, "clWRF_P4_ridge": -2.203904628753662, "clWRF_P4_xgb_d2": 1.233019471168518, "clWRF_P4_xgb_regularized": -0.22408731281757355, "clWRF_P4_mlp_small": -0.5382122993469238, "clWRF_P4_ann_tanh": -0.41481339931488037}} ALL STACK_multi_source_lead1_pr_o_national_stack_ridge
2 stack_ridge 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -5.005912498745602e-06, "weights": {"RegCM_P2_ridge": -6.899593353271484, "RegCM_P2_xgb_d2": 2.324517011642456, "RegCM_P2_xgb_regularized": -5.348520755767822, "RegCM_P2_mlp_small": 0.05501587316393852, "RegCM_P2_ann_tanh": -0.04941873624920845, "RegCM_P4_ridge": 1.0654444694519043, "RegCM_P4_xgb_d2": 3.5921027660369873, "RegCM_P4_xgb_regularized": -7.735579967498779, "RegCM_P4_mlp_small": -2.6258835792541504, "RegCM_P4_ann_tanh": 0.517940104007721, "clWRF_P2_ridge": 3.5402631759643555, "clWRF_P2_xgb_d2": -1.7658357620239258, "clWRF_P2_xgb_regularized": 1.1257433891296387, "clWRF_P2_mlp_small": -0.7189644575119019, "clWRF_P2_ann_tanh": -0.8517587780952454, "clWRF_P4_ridge": 1.5554189682006836, "clWRF_P4_xgb_d2": 19.018146514892578, "clWRF_P4_xgb_regularized": -17.509658813476562, "clWRF_P4_mlp_small": 1.4900450706481934, "clWRF_P4_ann_tanh": 2.2747631072998047}} ALL STACK_multi_source_lead1_pr_o_national_stack_ridge
3 stack_ridge 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -4.074971002410166e-05, "weights": {"RegCM_P2_ridge": -15.471939086914062, "RegCM_P2_xgb_d2": -19.515893936157227, "RegCM_P2_xgb_regularized": 17.242324829101562, "RegCM_P2_mlp_small": 3.5451698303222656, "RegCM_P2_ann_tanh": 0.2539597749710083, "RegCM_P4_ridge": 1.6661516427993774, "RegCM_P4_xgb_d2": -14.901729583740234, "RegCM_P4_xgb_regularized": 12.600630760192871, "RegCM_P4_mlp_small": 2.692119836807251, "RegCM_P4_ann_tanh": -1.969051480293274, "clWRF_P2_ridge": -0.9610058665275574, "clWRF_P2_xgb_d2": 7.0058274269104, "clWRF_P2_xgb_regularized": -4.135032653808594, "clWRF_P2_mlp_small": -2.9271926879882812, "clWRF_P2_ann_tanh": -1.5486173629760742, "clWRF_P4_ridge": -0.6617817282676697, "clWRF_P4_xgb_d2": -49.43566131591797, "clWRF_P4_xgb_regularized": 48.41280746459961, "clWRF_P4_mlp_small": 4.244471073150635, "clWRF_P4_ann_tanh": 0.8452061414718628}} ALL STACK_multi_source_lead1_pr_o_national_stack_ridge
4 stack_ridge 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.2343980415607803e-05, "weights": {"RegCM_P2_ridge": 3.0989577770233154, "RegCM_P2_xgb_d2": 12.90892505645752, "RegCM_P2_xgb_regularized": -14.309212684631348, "RegCM_P2_mlp_small": 0.5385915040969849, "RegCM_P2_ann_tanh": -0.8291633725166321, "RegCM_P4_ridge": -12.94166088104248, "RegCM_P4_xgb_d2": -43.1893310546875, "RegCM_P4_xgb_regularized": 41.34243392944336, "RegCM_P4_mlp_small": -11.398820877075195, "RegCM_P4_ann_tanh": 1.0091229677200317, "clWRF_P2_ridge": 3.022883892059326, "clWRF_P2_xgb_d2": 5.098371982574463, "clWRF_P2_xgb_regularized": -17.136938095092773, "clWRF_P2_mlp_small": 10.648786544799805, "clWRF_P2_ann_tanh": 1.1374053955078125, "clWRF_P4_ridge": 11.5660982131958, "clWRF_P4_xgb_d2": -28.441781997680664, "clWRF_P4_xgb_regularized": 35.75615692138672, "clWRF_P4_mlp_small": 6.958998203277588, "clWRF_P4_ann_tanh": 4.80866813659668}} ALL STACK_multi_source_lead1_pr_o_national_stack_ridge
5 stack_ridge 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -9.568806262905127e-07, "weights": {"RegCM_P2_ridge": -6.435142993927002, "RegCM_P2_xgb_d2": 41.03300476074219, "RegCM_P2_xgb_regularized": -50.23966598510742, "RegCM_P2_mlp_small": 10.734123229980469, "RegCM_P2_ann_tanh": 5.469535827636719, "RegCM_P4_ridge": 13.544384956359863, "RegCM_P4_xgb_d2": -14.229801177978516, "RegCM_P4_xgb_regularized": 11.817337036132812, "RegCM_P4_mlp_small": 8.21438217163086, "RegCM_P4_ann_tanh": 2.114565134048462, "clWRF_P2_ridge": 12.499675750732422, "clWRF_P2_xgb_d2": 15.381004333496094, "clWRF_P2_xgb_regularized": -27.892868041992188, "clWRF_P2_mlp_small": -12.642291069030762, "clWRF_P2_ann_tanh": 1.7046889066696167, "clWRF_P4_ridge": -10.225801467895508, "clWRF_P4_xgb_d2": 10.813828468322754, "clWRF_P4_xgb_regularized": 3.9783990383148193, "clWRF_P4_mlp_small": -0.542241632938385, "clWRF_P4_ann_tanh": 3.7050700187683105}} ALL STACK_multi_source_lead1_pr_o_national_stack_ridge
6 stack_ridge 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.070521648216527e-05, "weights": {"RegCM_P2_ridge": -8.983366012573242, "RegCM_P2_xgb_d2": 11.213737487792969, "RegCM_P2_xgb_regularized": -13.787775993347168, "RegCM_P2_mlp_small": -12.23188591003418, "RegCM_P2_ann_tanh": 7.013875484466553, "RegCM_P4_ridge": 1.0753395557403564, "RegCM_P4_xgb_d2": 26.613479614257812, "RegCM_P4_xgb_regularized": -26.29335594177246, "RegCM_P4_mlp_small": -6.8934102058410645, "RegCM_P4_ann_tanh": -4.278537273406982, "clWRF_P2_ridge": 0.7601873874664307, "clWRF_P2_xgb_d2": -0.9316601157188416, "clWRF_P2_xgb_regularized": -10.546968460083008, "clWRF_P2_mlp_small": -4.56516695022583, "clWRF_P2_ann_tanh": -4.558383464813232, "clWRF_P4_ridge": 8.735573768615723, "clWRF_P4_xgb_d2": -20.54435920715332, "clWRF_P4_xgb_regularized": 18.44572639465332, "clWRF_P4_mlp_small": -0.2694469094276428, "clWRF_P4_ann_tanh": -1.975205659866333}} ALL STACK_multi_source_lead1_pr_o_national_stack_ridge
7 stack_ridge 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 8.566152246203274e-06, "weights": {"RegCM_P2_ridge": -11.704533576965332, "RegCM_P2_xgb_d2": 3.8861076831817627, "RegCM_P2_xgb_regularized": -9.56593132019043, "RegCM_P2_mlp_small": -2.6394290924072266, "RegCM_P2_ann_tanh": -0.6037476658821106, "RegCM_P4_ridge": -11.21434211730957, "RegCM_P4_xgb_d2": 34.259544372558594, "RegCM_P4_xgb_regularized": -40.024139404296875, "RegCM_P4_mlp_small": 3.245274066925049, "RegCM_P4_ann_tanh": 0.7873998284339905, "clWRF_P2_ridge": -9.668670654296875, "clWRF_P2_xgb_d2": -3.388862133026123, "clWRF_P2_xgb_regularized": -14.138376235961914, "clWRF_P2_mlp_small": 28.619808197021484, "clWRF_P2_ann_tanh": -9.75549030303955, "clWRF_P4_ridge": 4.727171897888184, "clWRF_P4_xgb_d2": -12.463238716125488, "clWRF_P4_xgb_regularized": 14.602896690368652, "clWRF_P4_mlp_small": 0.8371201157569885, "clWRF_P4_ann_tanh": 0.264264851808548}} ALL STACK_multi_source_lead1_pr_o_national_stack_ridge
8 stack_ridge 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.4812861081736628e-05, "weights": {"RegCM_P2_ridge": -9.77877426147461, "RegCM_P2_xgb_d2": 2.6811325550079346, "RegCM_P2_xgb_regularized": -16.705507278442383, "RegCM_P2_mlp_small": -5.219380855560303, "RegCM_P2_ann_tanh": -0.5586217641830444, "RegCM_P4_ridge": 7.181555271148682, "RegCM_P4_xgb_d2": -44.282440185546875, "RegCM_P4_xgb_regularized": 36.23866653442383, "RegCM_P4_mlp_small": 2.4584169387817383, "RegCM_P4_ann_tanh": 0.9926468729972839, "clWRF_P2_ridge": -9.479438781738281, "clWRF_P2_xgb_d2": 5.061452865600586, "clWRF_P2_xgb_regularized": -16.687002182006836, "clWRF_P2_mlp_small": -0.18291142582893372, "clWRF_P2_ann_tanh": -0.581771194934845, "clWRF_P4_ridge": -14.158709526062012, "clWRF_P4_xgb_d2": 47.40327072143555, "clWRF_P4_xgb_regularized": -47.847434997558594, "clWRF_P4_mlp_small": 9.386765480041504, "clWRF_P4_ann_tanh": 0.42921173572540283}} ALL STACK_multi_source_lead1_pr_o_national_stack_ridge
9 stack_ridge 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.4981434105720837e-05, "weights": {"RegCM_P2_ridge": -17.02911376953125, "RegCM_P2_xgb_d2": 6.84993839263916, "RegCM_P2_xgb_regularized": -34.41676330566406, "RegCM_P2_mlp_small": -1.5934888124465942, "RegCM_P2_ann_tanh": 5.317924976348877, "RegCM_P4_ridge": 6.46420431137085, "RegCM_P4_xgb_d2": 34.96994400024414, "RegCM_P4_xgb_regularized": -35.87763214111328, "RegCM_P4_mlp_small": 1.1066555976867676, "RegCM_P4_ann_tanh": 3.8789515495300293, "clWRF_P2_ridge": 0.13099542260169983, "clWRF_P2_xgb_d2": -19.354156494140625, "clWRF_P2_xgb_regularized": 2.9578049182891846, "clWRF_P2_mlp_small": 3.7381956577301025, "clWRF_P2_ann_tanh": -8.373144149780273, "clWRF_P4_ridge": -9.819506645202637, "clWRF_P4_xgb_d2": 28.93055534362793, "clWRF_P4_xgb_regularized": -24.996355056762695, "clWRF_P4_mlp_small": -0.06663642823696136, "clWRF_P4_ann_tanh": 1.119122862815857}} ALL STACK_multi_source_lead1_pr_o_national_stack_ridge
10 stack_ridge 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 7.764363544993103e-05, "weights": {"RegCM_P2_ridge": 1.2964378595352173, "RegCM_P2_xgb_d2": -22.611976623535156, "RegCM_P2_xgb_regularized": -8.155560493469238, "RegCM_P2_mlp_small": 30.715028762817383, "RegCM_P2_ann_tanh": 12.588939666748047, "RegCM_P4_ridge": -1.9755555391311646, "RegCM_P4_xgb_d2": -37.30692672729492, "RegCM_P4_xgb_regularized": 68.08301544189453, "RegCM_P4_mlp_small": -5.001136302947998, "RegCM_P4_ann_tanh": 13.191534996032715, "clWRF_P2_ridge": -4.454856872558594, "clWRF_P2_xgb_d2": 64.27384948730469, "clWRF_P2_xgb_regularized": -81.56914520263672, "clWRF_P2_mlp_small": -28.513153076171875, "clWRF_P2_ann_tanh": -3.7656216621398926, "clWRF_P4_ridge": 7.756957530975342, "clWRF_P4_xgb_d2": -45.59547805786133, "clWRF_P4_xgb_regularized": 31.536365509033203, "clWRF_P4_mlp_small": 9.478849411010742, "clWRF_P4_ann_tanh": 7.323494911193848}} ALL STACK_multi_source_lead1_pr_o_national_stack_ridge
11 stack_ridge 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -8.356995385838673e-05, "weights": {"RegCM_P2_ridge": -17.494003295898438, "RegCM_P2_xgb_d2": -99.0986099243164, "RegCM_P2_xgb_regularized": 87.85894012451172, "RegCM_P2_mlp_small": 26.737520217895508, "RegCM_P2_ann_tanh": 17.527873992919922, "RegCM_P4_ridge": 39.74941635131836, "RegCM_P4_xgb_d2": 123.22395324707031, "RegCM_P4_xgb_regularized": -116.4631576538086, "RegCM_P4_mlp_small": 4.0776238441467285, "RegCM_P4_ann_tanh": -17.839929580688477, "clWRF_P2_ridge": 68.42620086669922, "clWRF_P2_xgb_d2": -31.64993667602539, "clWRF_P2_xgb_regularized": 18.951690673828125, "clWRF_P2_mlp_small": -31.22258186340332, "clWRF_P2_ann_tanh": -34.16246795654297, "clWRF_P4_ridge": -30.762191772460938, "clWRF_P4_xgb_d2": -86.55956268310547, "clWRF_P4_xgb_regularized": 117.4790267944336, "clWRF_P4_mlp_small": 3.373718500137329, "clWRF_P4_ann_tanh": -16.534067153930664}} ALL STACK_multi_source_lead1_pr_o_national_stack_ridge
12 stack_ridge 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.00010078358900500461, "weights": {"RegCM_P2_ridge": -27.581064224243164, "RegCM_P2_xgb_d2": -48.995304107666016, "RegCM_P2_xgb_regularized": 48.54582214355469, "RegCM_P2_mlp_small": -5.672372817993164, "RegCM_P2_ann_tanh": 18.368982315063477, "RegCM_P4_ridge": 2.6871063709259033, "RegCM_P4_xgb_d2": -86.61181640625, "RegCM_P4_xgb_regularized": 86.71337890625, "RegCM_P4_mlp_small": 10.221114158630371, "RegCM_P4_ann_tanh": 3.750401258468628, "clWRF_P2_ridge": 3.270932912826538, "clWRF_P2_xgb_d2": 10.9110746383667, "clWRF_P2_xgb_regularized": -29.726404190063477, "clWRF_P2_mlp_small": 4.002869129180908, "clWRF_P2_ann_tanh": -3.282763719558716, "clWRF_P4_ridge": 0.38907933235168457, "clWRF_P4_xgb_d2": 40.7481803894043, "clWRF_P4_xgb_regularized": -44.60445022583008, "clWRF_P4_mlp_small": -0.2711980640888214, "clWRF_P4_ann_tanh": 5.651854991912842}} ALL STACK_multi_source_lead1_pr_o_national_stack_ridge
1 stack_elasticnet 1395 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.2001384198665619, "weights": {"RegCM_P2_ridge": 0.08276324719190598, "RegCM_P2_xgb_d2": -0.7086693048477173, "RegCM_P2_xgb_regularized": -0.7785487174987793, "RegCM_P2_mlp_small": -2.625476360321045, "RegCM_P2_ann_tanh": 3.392120838165283, "RegCM_P4_ridge": 1.8796672821044922, "RegCM_P4_xgb_d2": 9.015408515930176, "RegCM_P4_xgb_regularized": -10.171928405761719, "RegCM_P4_mlp_small": 0.19602905213832855, "RegCM_P4_ann_tanh": 0.7130176424980164, "clWRF_P2_ridge": -21.969730377197266, "clWRF_P2_xgb_d2": -5.695750713348389, "clWRF_P2_xgb_regularized": 3.6017260551452637, "clWRF_P2_mlp_small": 7.8027567863464355, "clWRF_P2_ann_tanh": 0.14910772442817688, "clWRF_P4_ridge": -3.6947197914123535, "clWRF_P4_xgb_d2": 8.811365127563477, "clWRF_P4_xgb_regularized": -8.817481994628906, "clWRF_P4_mlp_small": 5.2764763832092285, "clWRF_P4_ann_tanh": -2.7864651679992676}} R1 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
2 stack_elasticnet 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 3.6435767469811253e-07, "weights": {"RegCM_P2_ridge": -2.8977551460266113, "RegCM_P2_xgb_d2": 1.0453970432281494, "RegCM_P2_xgb_regularized": -4.106666564941406, "RegCM_P2_mlp_small": 5.444940090179443, "RegCM_P2_ann_tanh": 3.5818405151367188, "RegCM_P4_ridge": 3.3998916149139404, "RegCM_P4_xgb_d2": 29.152202606201172, "RegCM_P4_xgb_regularized": -27.97628402709961, "RegCM_P4_mlp_small": -4.267184734344482, "RegCM_P4_ann_tanh": 4.584740161895752, "clWRF_P2_ridge": -2.649252414703369, "clWRF_P2_xgb_d2": -6.048736095428467, "clWRF_P2_xgb_regularized": -1.6937674283981323, "clWRF_P2_mlp_small": 2.5055551528930664, "clWRF_P2_ann_tanh": 0.7995188236236572, "clWRF_P4_ridge": -1.5333997011184692, "clWRF_P4_xgb_d2": 34.13848114013672, "clWRF_P4_xgb_regularized": -38.52943801879883, "clWRF_P4_mlp_small": 1.8337101936340332, "clWRF_P4_ann_tanh": 6.481236934661865}} R1 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
3 stack_elasticnet 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -5.016328259443981e-07, "weights": {"RegCM_P2_ridge": -6.905421733856201, "RegCM_P2_xgb_d2": -5.67991304397583, "RegCM_P2_xgb_regularized": 8.643037796020508, "RegCM_P2_mlp_small": 0.8128126263618469, "RegCM_P2_ann_tanh": -1.5040100812911987, "RegCM_P4_ridge": -6.533901214599609, "RegCM_P4_xgb_d2": -47.338417053222656, "RegCM_P4_xgb_regularized": 54.54811477661133, "RegCM_P4_mlp_small": -6.03704833984375, "RegCM_P4_ann_tanh": 5.042172431945801, "clWRF_P2_ridge": -1.9119855165481567, "clWRF_P2_xgb_d2": 8.090584754943848, "clWRF_P2_xgb_regularized": -7.527772903442383, "clWRF_P2_mlp_small": 1.632447361946106, "clWRF_P2_ann_tanh": -2.3313066959381104, "clWRF_P4_ridge": 2.34725284576416, "clWRF_P4_xgb_d2": -9.222301483154297, "clWRF_P4_xgb_regularized": 1.8278601169586182, "clWRF_P4_mlp_small": 29.591880798339844, "clWRF_P4_ann_tanh": -14.904365539550781}} R1 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
4 stack_elasticnet 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.119306373060681e-06, "weights": {"RegCM_P2_ridge": 0.9533766508102417, "RegCM_P2_xgb_d2": 2.8013696670532227, "RegCM_P2_xgb_regularized": -2.562422037124634, "RegCM_P2_mlp_small": -2.617051362991333, "RegCM_P2_ann_tanh": 0.3842848837375641, "RegCM_P4_ridge": -10.942215919494629, "RegCM_P4_xgb_d2": 8.348114013671875, "RegCM_P4_xgb_regularized": 2.699718952178955, "RegCM_P4_mlp_small": -2.705979347229004, "RegCM_P4_ann_tanh": -2.8338875770568848, "clWRF_P2_ridge": -23.342769622802734, "clWRF_P2_xgb_d2": -3.145294189453125, "clWRF_P2_xgb_regularized": -3.6800737380981445, "clWRF_P2_mlp_small": 1.734311580657959, "clWRF_P2_ann_tanh": 2.770442485809326, "clWRF_P4_ridge": 10.73001480102539, "clWRF_P4_xgb_d2": 2.542865753173828, "clWRF_P4_xgb_regularized": -3.9852347373962402, "clWRF_P4_mlp_small": 9.733077049255371, "clWRF_P4_ann_tanh": 1.1586450338363647}} R1 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
5 stack_elasticnet 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.0241998299752595e-06, "weights": {"RegCM_P2_ridge": -3.0913758277893066, "RegCM_P2_xgb_d2": -15.720138549804688, "RegCM_P2_xgb_regularized": 1.447130799293518, "RegCM_P2_mlp_small": -1.2965407371520996, "RegCM_P2_ann_tanh": 2.5308151245117188, "RegCM_P4_ridge": 18.109554290771484, "RegCM_P4_xgb_d2": -72.46900939941406, "RegCM_P4_xgb_regularized": 78.48994445800781, "RegCM_P4_mlp_small": 0.6868703961372375, "RegCM_P4_ann_tanh": -1.8991032838821411, "clWRF_P2_ridge": -17.544038772583008, "clWRF_P2_xgb_d2": 13.233264923095703, "clWRF_P2_xgb_regularized": -9.995386123657227, "clWRF_P2_mlp_small": -4.058104991912842, "clWRF_P2_ann_tanh": -1.068802833557129, "clWRF_P4_ridge": -24.326812744140625, "clWRF_P4_xgb_d2": -1.5338220596313477, "clWRF_P4_xgb_regularized": -0.23881033062934875, "clWRF_P4_mlp_small": 4.491312503814697, "clWRF_P4_ann_tanh": -4.028019905090332}} R1 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
6 stack_elasticnet 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.199024038418429e-07, "weights": {"RegCM_P2_ridge": -12.451085090637207, "RegCM_P2_xgb_d2": 13.067961692810059, "RegCM_P2_xgb_regularized": -9.681742668151855, "RegCM_P2_mlp_small": -0.11928067356348038, "RegCM_P2_ann_tanh": -4.734916687011719, "RegCM_P4_ridge": -1.0930569171905518, "RegCM_P4_xgb_d2": -23.1434383392334, "RegCM_P4_xgb_regularized": 9.284964561462402, "RegCM_P4_mlp_small": 12.106526374816895, "RegCM_P4_ann_tanh": 0.20441846549510956, "clWRF_P2_ridge": -24.01689910888672, "clWRF_P2_xgb_d2": 0.8262185454368591, "clWRF_P2_xgb_regularized": -10.58055305480957, "clWRF_P2_mlp_small": 4.064262866973877, "clWRF_P2_ann_tanh": -9.586810111999512, "clWRF_P4_ridge": -27.1180362701416, "clWRF_P4_xgb_d2": -33.756935119628906, "clWRF_P4_xgb_regularized": 46.75459289550781, "clWRF_P4_mlp_small": -3.0870440006256104, "clWRF_P4_ann_tanh": 2.9900548458099365}} R1 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
7 stack_elasticnet 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.972671270777937e-07, "weights": {"RegCM_P2_ridge": -29.218944549560547, "RegCM_P2_xgb_d2": 4.564906120300293, "RegCM_P2_xgb_regularized": 2.2365169525146484, "RegCM_P2_mlp_small": -5.546688556671143, "RegCM_P2_ann_tanh": -23.643823623657227, "RegCM_P4_ridge": -13.654136657714844, "RegCM_P4_xgb_d2": 14.98752498626709, "RegCM_P4_xgb_regularized": -21.194494247436523, "RegCM_P4_mlp_small": -0.03947136551141739, "RegCM_P4_ann_tanh": 13.710195541381836, "clWRF_P2_ridge": -29.16791343688965, "clWRF_P2_xgb_d2": -29.043506622314453, "clWRF_P2_xgb_regularized": 26.537738800048828, "clWRF_P2_mlp_small": 8.7109375, "clWRF_P2_ann_tanh": 30.30306053161621, "clWRF_P4_ridge": -0.33947622776031494, "clWRF_P4_xgb_d2": 37.87746810913086, "clWRF_P4_xgb_regularized": -18.477554321289062, "clWRF_P4_mlp_small": -1.3488013744354248, "clWRF_P4_ann_tanh": -4.050300121307373}} R1 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
8 stack_elasticnet 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -3.4645463529159315e-06, "weights": {"RegCM_P2_ridge": -50.5819206237793, "RegCM_P2_xgb_d2": 0.9574828147888184, "RegCM_P2_xgb_regularized": -2.029780864715576, "RegCM_P2_mlp_small": -5.4112396240234375, "RegCM_P2_ann_tanh": 19.858808517456055, "RegCM_P4_ridge": 10.633894920349121, "RegCM_P4_xgb_d2": -33.30488586425781, "RegCM_P4_xgb_regularized": 49.89833450317383, "RegCM_P4_mlp_small": 5.578494548797607, "RegCM_P4_ann_tanh": -1.4543267488479614, "clWRF_P2_ridge": -3.9914183616638184, "clWRF_P2_xgb_d2": -51.323326110839844, "clWRF_P2_xgb_regularized": 61.48743438720703, "clWRF_P2_mlp_small": -31.114450454711914, "clWRF_P2_ann_tanh": 5.512306213378906, "clWRF_P4_ridge": -38.968997955322266, "clWRF_P4_xgb_d2": 36.30738830566406, "clWRF_P4_xgb_regularized": -29.23515510559082, "clWRF_P4_mlp_small": 15.318815231323242, "clWRF_P4_ann_tanh": -9.024826049804688}} R1 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
9 stack_elasticnet 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.3161702554498333e-06, "weights": {"RegCM_P2_ridge": -7.322666645050049, "RegCM_P2_xgb_d2": -3.7662580013275146, "RegCM_P2_xgb_regularized": 9.65810489654541, "RegCM_P2_mlp_small": 6.18690824508667, "RegCM_P2_ann_tanh": -6.866231441497803, "RegCM_P4_ridge": -11.23535442352295, "RegCM_P4_xgb_d2": -6.848326206207275, "RegCM_P4_xgb_regularized": 2.063105821609497, "RegCM_P4_mlp_small": -11.77612018585205, "RegCM_P4_ann_tanh": 1.4665780067443848, "clWRF_P2_ridge": -11.700942993164062, "clWRF_P2_xgb_d2": -17.590686798095703, "clWRF_P2_xgb_regularized": 12.719574928283691, "clWRF_P2_mlp_small": -4.0148844718933105, "clWRF_P2_ann_tanh": -3.9347057342529297, "clWRF_P4_ridge": 0.35200440883636475, "clWRF_P4_xgb_d2": -15.317926406860352, "clWRF_P4_xgb_regularized": 12.308382034301758, "clWRF_P4_mlp_small": 9.40219497680664, "clWRF_P4_ann_tanh": -1.4465513229370117}} R1 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
10 stack_elasticnet 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -9.301168120146031e-07, "weights": {"RegCM_P2_ridge": -21.72191619873047, "RegCM_P2_xgb_d2": -6.309229850769043, "RegCM_P2_xgb_regularized": 2.7621381282806396, "RegCM_P2_mlp_small": -2.6547319889068604, "RegCM_P2_ann_tanh": 3.337622880935669, "RegCM_P4_ridge": 2.6026909351348877, "RegCM_P4_xgb_d2": 3.0554516315460205, "RegCM_P4_xgb_regularized": -12.487085342407227, "RegCM_P4_mlp_small": 18.711959838867188, "RegCM_P4_ann_tanh": -2.4213943481445312, "clWRF_P2_ridge": 12.015507698059082, "clWRF_P2_xgb_d2": 5.500086784362793, "clWRF_P2_xgb_regularized": -7.079095363616943, "clWRF_P2_mlp_small": -11.443436622619629, "clWRF_P2_ann_tanh": -0.006722929421812296, "clWRF_P4_ridge": 5.881282329559326, "clWRF_P4_xgb_d2": -12.505510330200195, "clWRF_P4_xgb_regularized": 20.397520065307617, "clWRF_P4_mlp_small": -15.205347061157227, "clWRF_P4_ann_tanh": 0.045413173735141754}} R1 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
11 stack_elasticnet 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.5591107285217731e-06, "weights": {"RegCM_P2_ridge": -11.832954406738281, "RegCM_P2_xgb_d2": -3.1855781078338623, "RegCM_P2_xgb_regularized": 2.165271520614624, "RegCM_P2_mlp_small": 1.1354124546051025, "RegCM_P2_ann_tanh": -1.3969228267669678, "RegCM_P4_ridge": -2.83181095123291, "RegCM_P4_xgb_d2": 0.28154948353767395, "RegCM_P4_xgb_regularized": 3.656552314758301, "RegCM_P4_mlp_small": -4.249651908874512, "RegCM_P4_ann_tanh": -8.247268676757812, "clWRF_P2_ridge": -3.4696977138519287, "clWRF_P2_xgb_d2": -3.155949115753174, "clWRF_P2_xgb_regularized": 2.63893461227417, "clWRF_P2_mlp_small": 0.3896653950214386, "clWRF_P2_ann_tanh": -9.6044921875, "clWRF_P4_ridge": 9.389181137084961, "clWRF_P4_xgb_d2": -32.89664840698242, "clWRF_P4_xgb_regularized": 25.769033432006836, "clWRF_P4_mlp_small": 9.266532897949219, "clWRF_P4_ann_tanh": -6.000680923461914}} R1 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
12 stack_elasticnet 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.911453892944337e-07, "weights": {"RegCM_P2_ridge": -10.306276321411133, "RegCM_P2_xgb_d2": 2.847121000289917, "RegCM_P2_xgb_regularized": -4.1228156089782715, "RegCM_P2_mlp_small": 5.8809123039245605, "RegCM_P2_ann_tanh": -6.563082218170166, "RegCM_P4_ridge": -5.273515224456787, "RegCM_P4_xgb_d2": -16.970748901367188, "RegCM_P4_xgb_regularized": 22.889144897460938, "RegCM_P4_mlp_small": -1.6907893419265747, "RegCM_P4_ann_tanh": 1.9584102630615234, "clWRF_P2_ridge": -4.346015453338623, "clWRF_P2_xgb_d2": -5.787964820861816, "clWRF_P2_xgb_regularized": 6.915381908416748, "clWRF_P2_mlp_small": -2.9528729915618896, "clWRF_P2_ann_tanh": 3.0872514247894287, "clWRF_P4_ridge": 14.661860466003418, "clWRF_P4_xgb_d2": 16.408294677734375, "clWRF_P4_xgb_regularized": -19.59158706665039, "clWRF_P4_mlp_small": -12.050505638122559, "clWRF_P4_ann_tanh": 1.8202544450759888}} R1 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
1 stack_elasticnet 2821 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.22260984778404236, "weights": {"RegCM_P2_ridge": -17.24970817565918, "RegCM_P2_xgb_d2": 7.32969331741333, "RegCM_P2_xgb_regularized": -6.556893348693848, "RegCM_P2_mlp_small": 7.239573001861572, "RegCM_P2_ann_tanh": -3.6355671882629395, "RegCM_P4_ridge": 3.1743640899658203, "RegCM_P4_xgb_d2": -9.991777420043945, "RegCM_P4_xgb_regularized": 3.483699321746826, "RegCM_P4_mlp_small": 2.5710854530334473, "RegCM_P4_ann_tanh": -1.7051702737808228, "clWRF_P2_ridge": -3.389039993286133, "clWRF_P2_xgb_d2": 1.6569968461990356, "clWRF_P2_xgb_regularized": -3.805906057357788, "clWRF_P2_mlp_small": 4.15395450592041, "clWRF_P2_ann_tanh": -2.9359092712402344, "clWRF_P4_ridge": 3.052795886993408, "clWRF_P4_xgb_d2": 35.976192474365234, "clWRF_P4_xgb_regularized": -37.88210678100586, "clWRF_P4_mlp_small": 0.08885546773672104, "clWRF_P4_ann_tanh": -1.229950189590454}} R2 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
2 stack_elasticnet 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 4.405323466016853e-07, "weights": {"RegCM_P2_ridge": 1.715634822845459, "RegCM_P2_xgb_d2": 0.3870159089565277, "RegCM_P2_xgb_regularized": -2.742717742919922, "RegCM_P2_mlp_small": -5.01719856262207, "RegCM_P2_ann_tanh": 1.9534556865692139, "RegCM_P4_ridge": -1.5873990058898926, "RegCM_P4_xgb_d2": -0.19976770877838135, "RegCM_P4_xgb_regularized": -7.438859462738037, "RegCM_P4_mlp_small": 3.788341999053955, "RegCM_P4_ann_tanh": 2.6293492317199707, "clWRF_P2_ridge": -7.028702259063721, "clWRF_P2_xgb_d2": 2.7396557331085205, "clWRF_P2_xgb_regularized": -2.2595202922821045, "clWRF_P2_mlp_small": 2.5846452713012695, "clWRF_P2_ann_tanh": -1.333558201789856, "clWRF_P4_ridge": 5.409821510314941, "clWRF_P4_xgb_d2": 15.177229881286621, "clWRF_P4_xgb_regularized": -12.235502243041992, "clWRF_P4_mlp_small": -0.2541716396808624, "clWRF_P4_ann_tanh": -2.6471657752990723}} R2 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
3 stack_elasticnet 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.1132505051136832e-07, "weights": {"RegCM_P2_ridge": 5.666166305541992, "RegCM_P2_xgb_d2": -9.256088256835938, "RegCM_P2_xgb_regularized": 9.284249305725098, "RegCM_P2_mlp_small": -17.393892288208008, "RegCM_P2_ann_tanh": 20.7380313873291, "RegCM_P4_ridge": -4.420477390289307, "RegCM_P4_xgb_d2": -43.59054183959961, "RegCM_P4_xgb_regularized": 36.88603973388672, "RegCM_P4_mlp_small": 34.165252685546875, "RegCM_P4_ann_tanh": -16.78679847717285, "clWRF_P2_ridge": -7.946766376495361, "clWRF_P2_xgb_d2": 10.576776504516602, "clWRF_P2_xgb_regularized": -9.469385147094727, "clWRF_P2_mlp_small": 8.82837200164795, "clWRF_P2_ann_tanh": -2.0735068321228027, "clWRF_P4_ridge": 1.96216881275177, "clWRF_P4_xgb_d2": -5.2565460205078125, "clWRF_P4_xgb_regularized": 0.9150766134262085, "clWRF_P4_mlp_small": 3.832927703857422, "clWRF_P4_ann_tanh": -4.516434192657471}} R2 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
4 stack_elasticnet 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.0845716360563529e-06, "weights": {"RegCM_P2_ridge": -15.362890243530273, "RegCM_P2_xgb_d2": 11.071212768554688, "RegCM_P2_xgb_regularized": -12.281197547912598, "RegCM_P2_mlp_small": 3.9963481426239014, "RegCM_P2_ann_tanh": 8.038880348205566, "RegCM_P4_ridge": -5.701760292053223, "RegCM_P4_xgb_d2": -53.579139709472656, "RegCM_P4_xgb_regularized": 65.51399993896484, "RegCM_P4_mlp_small": -2.381524085998535, "RegCM_P4_ann_tanh": 3.272531509399414, "clWRF_P2_ridge": 3.164644718170166, "clWRF_P2_xgb_d2": -10.75842571258545, "clWRF_P2_xgb_regularized": 11.177278518676758, "clWRF_P2_mlp_small": -1.1225762367248535, "clWRF_P2_ann_tanh": 7.943857669830322, "clWRF_P4_ridge": -17.838916778564453, "clWRF_P4_xgb_d2": 31.073482513427734, "clWRF_P4_xgb_regularized": -33.28406524658203, "clWRF_P4_mlp_small": 5.212577819824219, "clWRF_P4_ann_tanh": 0.8622725009918213}} R2 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
5 stack_elasticnet 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -3.0630926630692557e-06, "weights": {"RegCM_P2_ridge": -4.496016979217529, "RegCM_P2_xgb_d2": -19.532678604125977, "RegCM_P2_xgb_regularized": 22.39636993408203, "RegCM_P2_mlp_small": 11.766572952270508, "RegCM_P2_ann_tanh": -1.860270619392395, "RegCM_P4_ridge": 1.1106020212173462, "RegCM_P4_xgb_d2": 22.70926856994629, "RegCM_P4_xgb_regularized": -14.779927253723145, "RegCM_P4_mlp_small": -16.473129272460938, "RegCM_P4_ann_tanh": -0.13892744481563568, "clWRF_P2_ridge": -28.679977416992188, "clWRF_P2_xgb_d2": 23.67864990234375, "clWRF_P2_xgb_regularized": -32.892093658447266, "clWRF_P2_mlp_small": 4.547712802886963, "clWRF_P2_ann_tanh": 0.45387017726898193, "clWRF_P4_ridge": -7.343893051147461, "clWRF_P4_xgb_d2": -34.52440643310547, "clWRF_P4_xgb_regularized": 32.26411056518555, "clWRF_P4_mlp_small": 9.45440673828125, "clWRF_P4_ann_tanh": 4.641666889190674}} R2 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
6 stack_elasticnet 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.2472455637180246e-06, "weights": {"RegCM_P2_ridge": 16.957134246826172, "RegCM_P2_xgb_d2": 10.576815605163574, "RegCM_P2_xgb_regularized": -25.74372100830078, "RegCM_P2_mlp_small": -9.746501922607422, "RegCM_P2_ann_tanh": 6.212770938873291, "RegCM_P4_ridge": 4.119085311889648, "RegCM_P4_xgb_d2": 15.107071876525879, "RegCM_P4_xgb_regularized": -19.221250534057617, "RegCM_P4_mlp_small": -3.2024035453796387, "RegCM_P4_ann_tanh": -2.114718198776245, "clWRF_P2_ridge": -13.746957778930664, "clWRF_P2_xgb_d2": 20.034303665161133, "clWRF_P2_xgb_regularized": -28.36937713623047, "clWRF_P2_mlp_small": 4.410141468048096, "clWRF_P2_ann_tanh": -7.374928951263428, "clWRF_P4_ridge": -20.009925842285156, "clWRF_P4_xgb_d2": 27.426286697387695, "clWRF_P4_xgb_regularized": -38.64754104614258, "clWRF_P4_mlp_small": 23.55868148803711, "clWRF_P4_ann_tanh": -11.743620872497559}} R2 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
7 stack_elasticnet 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.6577795324556064e-06, "weights": {"RegCM_P2_ridge": -31.274612426757812, "RegCM_P2_xgb_d2": -13.865399360656738, "RegCM_P2_xgb_regularized": 17.127971649169922, "RegCM_P2_mlp_small": -8.724574089050293, "RegCM_P2_ann_tanh": -4.0681281089782715, "RegCM_P4_ridge": -20.92373275756836, "RegCM_P4_xgb_d2": -0.08671928942203522, "RegCM_P4_xgb_regularized": 3.057452440261841, "RegCM_P4_mlp_small": 5.114870548248291, "RegCM_P4_ann_tanh": 15.601821899414062, "clWRF_P2_ridge": 9.622871398925781, "clWRF_P2_xgb_d2": 13.52258014678955, "clWRF_P2_xgb_regularized": -33.421913146972656, "clWRF_P2_mlp_small": -17.05409049987793, "clWRF_P2_ann_tanh": 1.2653464078903198, "clWRF_P4_ridge": 19.678159713745117, "clWRF_P4_xgb_d2": -36.07648468017578, "clWRF_P4_xgb_regularized": 50.978790283203125, "clWRF_P4_mlp_small": -6.206168174743652, "clWRF_P4_ann_tanh": 0.5539964437484741}} R2 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
8 stack_elasticnet 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 3.439052989051561e-07, "weights": {"RegCM_P2_ridge": -34.943878173828125, "RegCM_P2_xgb_d2": -0.9997867345809937, "RegCM_P2_xgb_regularized": -5.698301792144775, "RegCM_P2_mlp_small": -14.197871208190918, "RegCM_P2_ann_tanh": 5.619779109954834, "RegCM_P4_ridge": -0.5191163420677185, "RegCM_P4_xgb_d2": -72.14427947998047, "RegCM_P4_xgb_regularized": 76.6157455444336, "RegCM_P4_mlp_small": 15.25606918334961, "RegCM_P4_ann_tanh": -1.4818106889724731, "clWRF_P2_ridge": -26.23515510559082, "clWRF_P2_xgb_d2": 8.871137619018555, "clWRF_P2_xgb_regularized": -17.224510192871094, "clWRF_P2_mlp_small": 12.872669219970703, "clWRF_P2_ann_tanh": -14.999945640563965, "clWRF_P4_ridge": -9.919145584106445, "clWRF_P4_xgb_d2": 4.324670791625977, "clWRF_P4_xgb_regularized": -6.628239631652832, "clWRF_P4_mlp_small": -3.7735750675201416, "clWRF_P4_ann_tanh": 29.163921356201172}} R2 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
9 stack_elasticnet 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.7884044609672856e-06, "weights": {"RegCM_P2_ridge": -27.312637329101562, "RegCM_P2_xgb_d2": -25.13312530517578, "RegCM_P2_xgb_regularized": 29.243511199951172, "RegCM_P2_mlp_small": 1.6578317880630493, "RegCM_P2_ann_tanh": 7.583970069885254, "RegCM_P4_ridge": -41.93086242675781, "RegCM_P4_xgb_d2": 25.071144104003906, "RegCM_P4_xgb_regularized": -26.667646408081055, "RegCM_P4_mlp_small": -10.313654899597168, "RegCM_P4_ann_tanh": 2.9433422088623047, "clWRF_P2_ridge": 2.6896519660949707, "clWRF_P2_xgb_d2": -5.993964672088623, "clWRF_P2_xgb_regularized": 4.688122272491455, "clWRF_P2_mlp_small": 4.815585613250732, "clWRF_P2_ann_tanh": 6.649115085601807, "clWRF_P4_ridge": 11.514328956604004, "clWRF_P4_xgb_d2": 21.6278076171875, "clWRF_P4_xgb_regularized": -17.09855079650879, "clWRF_P4_mlp_small": 4.094334125518799, "clWRF_P4_ann_tanh": -7.647065162658691}} R2 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
10 stack_elasticnet 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.1135649629068212e-06, "weights": {"RegCM_P2_ridge": -15.112059593200684, "RegCM_P2_xgb_d2": -20.879697799682617, "RegCM_P2_xgb_regularized": 14.069184303283691, "RegCM_P2_mlp_small": 14.55044174194336, "RegCM_P2_ann_tanh": 23.2921142578125, "RegCM_P4_ridge": 5.247886657714844, "RegCM_P4_xgb_d2": 27.695817947387695, "RegCM_P4_xgb_regularized": -13.25314998626709, "RegCM_P4_mlp_small": 11.561344146728516, "RegCM_P4_ann_tanh": -2.759063959121704, "clWRF_P2_ridge": -17.172565460205078, "clWRF_P2_xgb_d2": 13.825787544250488, "clWRF_P2_xgb_regularized": -24.597309112548828, "clWRF_P2_mlp_small": 6.399372100830078, "clWRF_P2_ann_tanh": 1.3505982160568237, "clWRF_P4_ridge": -4.036896228790283, "clWRF_P4_xgb_d2": -43.349609375, "clWRF_P4_xgb_regularized": 37.77589416503906, "clWRF_P4_mlp_small": -3.1553752422332764, "clWRF_P4_ann_tanh": -1.6957128047943115}} R2 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
11 stack_elasticnet 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 8.964838116298779e-08, "weights": {"RegCM_P2_ridge": -15.617283821105957, "RegCM_P2_xgb_d2": -9.098033905029297, "RegCM_P2_xgb_regularized": 8.072427749633789, "RegCM_P2_mlp_small": -3.6885011196136475, "RegCM_P2_ann_tanh": -2.944674015045166, "RegCM_P4_ridge": 15.050511360168457, "RegCM_P4_xgb_d2": 0.252675324678421, "RegCM_P4_xgb_regularized": -14.259597778320312, "RegCM_P4_mlp_small": 7.0516180992126465, "RegCM_P4_ann_tanh": -2.2866246700286865, "clWRF_P2_ridge": 4.408232688903809, "clWRF_P2_xgb_d2": 1.6196177005767822, "clWRF_P2_xgb_regularized": -1.9072078466415405, "clWRF_P2_mlp_small": -1.779210090637207, "clWRF_P2_ann_tanh": -10.381875038146973, "clWRF_P4_ridge": -11.672236442565918, "clWRF_P4_xgb_d2": 7.912079811096191, "clWRF_P4_xgb_regularized": 1.2863997220993042, "clWRF_P4_mlp_small": 8.105294227600098, "clWRF_P4_ann_tanh": 1.1956751346588135}} R2 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
12 stack_elasticnet 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -7.607717975588457e-07, "weights": {"RegCM_P2_ridge": 0.6119024157524109, "RegCM_P2_xgb_d2": -2.8906443119049072, "RegCM_P2_xgb_regularized": -3.2800304889678955, "RegCM_P2_mlp_small": 4.535048961639404, "RegCM_P2_ann_tanh": -0.8379529714584351, "RegCM_P4_ridge": -6.698407173156738, "RegCM_P4_xgb_d2": 9.533191680908203, "RegCM_P4_xgb_regularized": -12.475149154663086, "RegCM_P4_mlp_small": 5.3976969718933105, "RegCM_P4_ann_tanh": -0.5681933164596558, "clWRF_P2_ridge": -9.913822174072266, "clWRF_P2_xgb_d2": -3.8932085037231445, "clWRF_P2_xgb_regularized": 1.9790191650390625, "clWRF_P2_mlp_small": -2.8721699714660645, "clWRF_P2_ann_tanh": 1.7272428274154663, "clWRF_P4_ridge": 7.232649326324463, "clWRF_P4_xgb_d2": 10.358476638793945, "clWRF_P4_xgb_regularized": -13.449692726135254, "clWRF_P4_mlp_small": -4.825595378875732, "clWRF_P4_ann_tanh": 4.706006050109863}} R2 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
1 stack_elasticnet 1178 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.28002646565437317, "weights": {"RegCM_P2_ridge": 6.465613842010498, "RegCM_P2_xgb_d2": 5.351452350616455, "RegCM_P2_xgb_regularized": -8.726869583129883, "RegCM_P2_mlp_small": -7.363401889801025, "RegCM_P2_ann_tanh": -8.247113227844238, "RegCM_P4_ridge": 4.261097431182861, "RegCM_P4_xgb_d2": -18.964298248291016, "RegCM_P4_xgb_regularized": 14.302608489990234, "RegCM_P4_mlp_small": 1.3236279487609863, "RegCM_P4_ann_tanh": -3.9623665809631348, "clWRF_P2_ridge": 13.643115997314453, "clWRF_P2_xgb_d2": 4.128516674041748, "clWRF_P2_xgb_regularized": -7.263998031616211, "clWRF_P2_mlp_small": -8.773551940917969, "clWRF_P2_ann_tanh": -0.5270549058914185, "clWRF_P4_ridge": -4.454004764556885, "clWRF_P4_xgb_d2": 12.889327049255371, "clWRF_P4_xgb_regularized": -7.054567337036133, "clWRF_P4_mlp_small": -1.6616582870483398, "clWRF_P4_ann_tanh": 3.7070975303649902}} R3 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
2 stack_elasticnet 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.3106352387003426e-08, "weights": {"RegCM_P2_ridge": 3.9351375102996826, "RegCM_P2_xgb_d2": -1.5677613019943237, "RegCM_P2_xgb_regularized": -0.8529520034790039, "RegCM_P2_mlp_small": 3.5549628734588623, "RegCM_P2_ann_tanh": 0.20651471614837646, "RegCM_P4_ridge": -6.880160331726074, "RegCM_P4_xgb_d2": 16.22338104248047, "RegCM_P4_xgb_regularized": -19.076515197753906, "RegCM_P4_mlp_small": -2.852362871170044, "RegCM_P4_ann_tanh": 1.4004379510879517, "clWRF_P2_ridge": 6.2626752853393555, "clWRF_P2_xgb_d2": -0.8595451712608337, "clWRF_P2_xgb_regularized": -2.3894152641296387, "clWRF_P2_mlp_small": -5.658015251159668, "clWRF_P2_ann_tanh": 1.492437481880188, "clWRF_P4_ridge": -0.6340235471725464, "clWRF_P4_xgb_d2": 8.843266487121582, "clWRF_P4_xgb_regularized": -11.070951461791992, "clWRF_P4_mlp_small": 4.398321151733398, "clWRF_P4_ann_tanh": 5.07954740524292}} R3 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
3 stack_elasticnet 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.3934852916008822e-07, "weights": {"RegCM_P2_ridge": -2.5882225036621094, "RegCM_P2_xgb_d2": -9.951045036315918, "RegCM_P2_xgb_regularized": 12.859607696533203, "RegCM_P2_mlp_small": -10.470227241516113, "RegCM_P2_ann_tanh": 15.161419868469238, "RegCM_P4_ridge": 0.5835438966751099, "RegCM_P4_xgb_d2": -0.6267305016517639, "RegCM_P4_xgb_regularized": -14.077864646911621, "RegCM_P4_mlp_small": 22.034236907958984, "RegCM_P4_ann_tanh": -6.986310005187988, "clWRF_P2_ridge": 16.168498992919922, "clWRF_P2_xgb_d2": 2.2075440883636475, "clWRF_P2_xgb_regularized": -2.603468179702759, "clWRF_P2_mlp_small": -11.119168281555176, "clWRF_P2_ann_tanh": -10.709656715393066, "clWRF_P4_ridge": -1.212964415550232, "clWRF_P4_xgb_d2": 50.62278366088867, "clWRF_P4_xgb_regularized": -52.27840805053711, "clWRF_P4_mlp_small": 0.7643321752548218, "clWRF_P4_ann_tanh": 3.974179267883301}} R3 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
4 stack_elasticnet 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.5799718628150003e-07, "weights": {"RegCM_P2_ridge": -7.746060848236084, "RegCM_P2_xgb_d2": 13.602640151977539, "RegCM_P2_xgb_regularized": -16.7746639251709, "RegCM_P2_mlp_small": 6.25362491607666, "RegCM_P2_ann_tanh": 3.9090874195098877, "RegCM_P4_ridge": -9.610967636108398, "RegCM_P4_xgb_d2": -43.306861877441406, "RegCM_P4_xgb_regularized": 46.12919616699219, "RegCM_P4_mlp_small": 9.07068920135498, "RegCM_P4_ann_tanh": 10.569766998291016, "clWRF_P2_ridge": 0.7405449151992798, "clWRF_P2_xgb_d2": -5.296970367431641, "clWRF_P2_xgb_regularized": 4.562905311584473, "clWRF_P2_mlp_small": 10.997150421142578, "clWRF_P2_ann_tanh": -7.122236728668213, "clWRF_P4_ridge": -6.916841983795166, "clWRF_P4_xgb_d2": 10.785136222839355, "clWRF_P4_xgb_regularized": -10.238154411315918, "clWRF_P4_mlp_small": -7.093327045440674, "clWRF_P4_ann_tanh": 2.8248088359832764}} R3 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
5 stack_elasticnet 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -7.918063147371868e-07, "weights": {"RegCM_P2_ridge": -28.91794776916504, "RegCM_P2_xgb_d2": 23.199962615966797, "RegCM_P2_xgb_regularized": -16.288558959960938, "RegCM_P2_mlp_small": -3.135802984237671, "RegCM_P2_ann_tanh": 13.911885261535645, "RegCM_P4_ridge": 14.029516220092773, "RegCM_P4_xgb_d2": 33.518455505371094, "RegCM_P4_xgb_regularized": -45.72373962402344, "RegCM_P4_mlp_small": 11.271519660949707, "RegCM_P4_ann_tanh": -5.520918846130371, "clWRF_P2_ridge": 46.4332275390625, "clWRF_P2_xgb_d2": -16.06439971923828, "clWRF_P2_xgb_regularized": 13.206235885620117, "clWRF_P2_mlp_small": -38.36235427856445, "clWRF_P2_ann_tanh": -4.741762161254883, "clWRF_P4_ridge": -17.50640296936035, "clWRF_P4_xgb_d2": -1.3117915391921997, "clWRF_P4_xgb_regularized": 15.968133926391602, "clWRF_P4_mlp_small": 9.243595123291016, "clWRF_P4_ann_tanh": 8.174287796020508}} R3 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
6 stack_elasticnet 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 4.483405973587651e-06, "weights": {"RegCM_P2_ridge": 4.803455352783203, "RegCM_P2_xgb_d2": 25.67605972290039, "RegCM_P2_xgb_regularized": -23.630847930908203, "RegCM_P2_mlp_small": -26.574871063232422, "RegCM_P2_ann_tanh": 4.240887641906738, "RegCM_P4_ridge": -3.3021318912506104, "RegCM_P4_xgb_d2": 71.67536926269531, "RegCM_P4_xgb_regularized": -85.0740737915039, "RegCM_P4_mlp_small": 17.732866287231445, "RegCM_P4_ann_tanh": -11.934831619262695, "clWRF_P2_ridge": -5.679823398590088, "clWRF_P2_xgb_d2": 5.2405619621276855, "clWRF_P2_xgb_regularized": -1.4356714487075806, "clWRF_P2_mlp_small": -10.253535270690918, "clWRF_P2_ann_tanh": -1.552456021308899, "clWRF_P4_ridge": -2.0536248683929443, "clWRF_P4_xgb_d2": 7.143953800201416, "clWRF_P4_xgb_regularized": -1.220239281654358, "clWRF_P4_mlp_small": 18.931407928466797, "clWRF_P4_ann_tanh": -16.570098876953125}} R3 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
7 stack_elasticnet 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 3.263181042711949e-06, "weights": {"RegCM_P2_ridge": -30.22414207458496, "RegCM_P2_xgb_d2": -54.03166580200195, "RegCM_P2_xgb_regularized": 54.729942321777344, "RegCM_P2_mlp_small": -4.426924228668213, "RegCM_P2_ann_tanh": -1.0637609958648682, "RegCM_P4_ridge": 7.3990983963012695, "RegCM_P4_xgb_d2": 8.620805740356445, "RegCM_P4_xgb_regularized": -18.13077163696289, "RegCM_P4_mlp_small": -13.498190879821777, "RegCM_P4_ann_tanh": 6.6069488525390625, "clWRF_P2_ridge": 8.427675247192383, "clWRF_P2_xgb_d2": 6.088024139404297, "clWRF_P2_xgb_regularized": -14.665640830993652, "clWRF_P2_mlp_small": 22.063264846801758, "clWRF_P2_ann_tanh": -28.535974502563477, "clWRF_P4_ridge": 21.654293060302734, "clWRF_P4_xgb_d2": -22.729578018188477, "clWRF_P4_xgb_regularized": 36.81667709350586, "clWRF_P4_mlp_small": -19.230566024780273, "clWRF_P4_ann_tanh": 2.7342941761016846}} R3 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
8 stack_elasticnet 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.1896335056226235e-06, "weights": {"RegCM_P2_ridge": -83.53128051757812, "RegCM_P2_xgb_d2": -1.7814897298812866, "RegCM_P2_xgb_regularized": 8.05968952178955, "RegCM_P2_mlp_small": 32.40985107421875, "RegCM_P2_ann_tanh": 0.11731179803609848, "RegCM_P4_ridge": 6.014747619628906, "RegCM_P4_xgb_d2": 54.04562759399414, "RegCM_P4_xgb_regularized": -55.974674224853516, "RegCM_P4_mlp_small": -4.098672389984131, "RegCM_P4_ann_tanh": 0.12741166353225708, "clWRF_P2_ridge": 27.770273208618164, "clWRF_P2_xgb_d2": 13.402522087097168, "clWRF_P2_xgb_regularized": -6.283231258392334, "clWRF_P2_mlp_small": -29.048423767089844, "clWRF_P2_ann_tanh": 9.30130386352539, "clWRF_P4_ridge": -50.86100769042969, "clWRF_P4_xgb_d2": 3.583768367767334, "clWRF_P4_xgb_regularized": -8.440255165100098, "clWRF_P4_mlp_small": 19.008615493774414, "clWRF_P4_ann_tanh": 28.61079216003418}} R3 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
9 stack_elasticnet 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -3.889464892381511e-07, "weights": {"RegCM_P2_ridge": -1.4966199398040771, "RegCM_P2_xgb_d2": -26.427631378173828, "RegCM_P2_xgb_regularized": 26.540916442871094, "RegCM_P2_mlp_small": -13.084111213684082, "RegCM_P2_ann_tanh": -12.527115821838379, "RegCM_P4_ridge": 19.790233612060547, "RegCM_P4_xgb_d2": -64.44298553466797, "RegCM_P4_xgb_regularized": 43.70880126953125, "RegCM_P4_mlp_small": -34.62076950073242, "RegCM_P4_ann_tanh": -3.884222984313965, "clWRF_P2_ridge": -11.965434074401855, "clWRF_P2_xgb_d2": 11.968292236328125, "clWRF_P2_xgb_regularized": -11.705142974853516, "clWRF_P2_mlp_small": -6.505617618560791, "clWRF_P2_ann_tanh": 3.6452555656433105, "clWRF_P4_ridge": 14.132798194885254, "clWRF_P4_xgb_d2": -7.294145107269287, "clWRF_P4_xgb_regularized": 21.98548126220703, "clWRF_P4_mlp_small": -22.664033889770508, "clWRF_P4_ann_tanh": -14.345914840698242}} R3 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
10 stack_elasticnet 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.3046268324833363e-06, "weights": {"RegCM_P2_ridge": -23.459819793701172, "RegCM_P2_xgb_d2": 12.764547348022461, "RegCM_P2_xgb_regularized": -13.407083511352539, "RegCM_P2_mlp_small": 15.499777793884277, "RegCM_P2_ann_tanh": -3.241729259490967, "RegCM_P4_ridge": -31.63709831237793, "RegCM_P4_xgb_d2": -57.50338363647461, "RegCM_P4_xgb_regularized": 37.03789520263672, "RegCM_P4_mlp_small": 22.578332901000977, "RegCM_P4_ann_tanh": 5.048155307769775, "clWRF_P2_ridge": -71.23004913330078, "clWRF_P2_xgb_d2": -3.580332040786743, "clWRF_P2_xgb_regularized": 13.333044052124023, "clWRF_P2_mlp_small": 12.687470436096191, "clWRF_P2_ann_tanh": 3.8280789852142334, "clWRF_P4_ridge": 10.974950790405273, "clWRF_P4_xgb_d2": 47.995941162109375, "clWRF_P4_xgb_regularized": -35.76937484741211, "clWRF_P4_mlp_small": -15.124955177307129, "clWRF_P4_ann_tanh": 12.060523986816406}} R3 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
11 stack_elasticnet 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 3.738742861969513e-07, "weights": {"RegCM_P2_ridge": -12.6531400680542, "RegCM_P2_xgb_d2": -0.4435536563396454, "RegCM_P2_xgb_regularized": -2.124683141708374, "RegCM_P2_mlp_small": -14.94644832611084, "RegCM_P2_ann_tanh": 2.7465877532958984, "RegCM_P4_ridge": -9.887284278869629, "RegCM_P4_xgb_d2": -17.49849510192871, "RegCM_P4_xgb_regularized": 8.343741416931152, "RegCM_P4_mlp_small": -20.045581817626953, "RegCM_P4_ann_tanh": -3.230895519256592, "clWRF_P2_ridge": -21.48863983154297, "clWRF_P2_xgb_d2": 7.083805561065674, "clWRF_P2_xgb_regularized": -15.038884162902832, "clWRF_P2_mlp_small": -4.267336368560791, "clWRF_P2_ann_tanh": -1.6514877080917358, "clWRF_P4_ridge": 25.209362030029297, "clWRF_P4_xgb_d2": 45.593177795410156, "clWRF_P4_xgb_regularized": -44.45668029785156, "clWRF_P4_mlp_small": 10.540151596069336, "clWRF_P4_ann_tanh": 7.529038906097412}} R3 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
12 stack_elasticnet 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.2718146535917185e-08, "weights": {"RegCM_P2_ridge": -1.104651927947998, "RegCM_P2_xgb_d2": -0.7003104090690613, "RegCM_P2_xgb_regularized": 0.8720945119857788, "RegCM_P2_mlp_small": -3.5358145236968994, "RegCM_P2_ann_tanh": -1.549315333366394, "RegCM_P4_ridge": -5.841617107391357, "RegCM_P4_xgb_d2": 3.066338539123535, "RegCM_P4_xgb_regularized": -1.1999973058700562, "RegCM_P4_mlp_small": 4.478682518005371, "RegCM_P4_ann_tanh": -4.767386436462402, "clWRF_P2_ridge": -12.662924766540527, "clWRF_P2_xgb_d2": -6.988729476928711, "clWRF_P2_xgb_regularized": 8.578971862792969, "clWRF_P2_mlp_small": 5.981850624084473, "clWRF_P2_ann_tanh": -1.9253664016723633, "clWRF_P4_ridge": 4.789421558380127, "clWRF_P4_xgb_d2": -1.258826494216919, "clWRF_P4_xgb_regularized": -1.4356279373168945, "clWRF_P4_mlp_small": -1.5451217889785767, "clWRF_P4_ann_tanh": 6.017126083374023}} R3 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
1 stack_elasticnet 2387 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.3469120264053345, "weights": {"RegCM_P2_ridge": 1.655263900756836, "RegCM_P2_xgb_d2": 5.975435733795166, "RegCM_P2_xgb_regularized": -7.154690742492676, "RegCM_P2_mlp_small": -3.4119973182678223, "RegCM_P2_ann_tanh": 0.9908100366592407, "RegCM_P4_ridge": -4.873570919036865, "RegCM_P4_xgb_d2": 16.244043350219727, "RegCM_P4_xgb_regularized": -24.153535842895508, "RegCM_P4_mlp_small": 6.475996017456055, "RegCM_P4_ann_tanh": 0.6022016406059265, "clWRF_P2_ridge": -6.610530853271484, "clWRF_P2_xgb_d2": 3.305569648742676, "clWRF_P2_xgb_regularized": -2.7319016456604004, "clWRF_P2_mlp_small": 1.510340929031372, "clWRF_P2_ann_tanh": -9.136099815368652, "clWRF_P4_ridge": 0.3146792948246002, "clWRF_P4_xgb_d2": -27.61058807373047, "clWRF_P4_xgb_regularized": 33.314117431640625, "clWRF_P4_mlp_small": -4.860039234161377, "clWRF_P4_ann_tanh": 1.235666275024414}} R4 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
2 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 4.779209348271252e-07, "weights": {"RegCM_P2_ridge": -6.649928569793701, "RegCM_P2_xgb_d2": 4.9704718589782715, "RegCM_P2_xgb_regularized": -4.2208991050720215, "RegCM_P2_mlp_small": 0.28357329964637756, "RegCM_P2_ann_tanh": -1.764432668685913, "RegCM_P4_ridge": 6.948960304260254, "RegCM_P4_xgb_d2": 12.606911659240723, "RegCM_P4_xgb_regularized": -15.627509117126465, "RegCM_P4_mlp_small": -0.4514499008655548, "RegCM_P4_ann_tanh": 0.8494124412536621, "clWRF_P2_ridge": 1.0395896434783936, "clWRF_P2_xgb_d2": 0.5817016959190369, "clWRF_P2_xgb_regularized": -0.5172052383422852, "clWRF_P2_mlp_small": -0.1105831190943718, "clWRF_P2_ann_tanh": -3.471400022506714, "clWRF_P4_ridge": -6.98614501953125, "clWRF_P4_xgb_d2": -3.278837203979492, "clWRF_P4_xgb_regularized": 2.1272189617156982, "clWRF_P4_mlp_small": -0.382462739944458, "clWRF_P4_ann_tanh": -1.5601824522018433}} R4 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
3 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -5.920114745094907e-07, "weights": {"RegCM_P2_ridge": -14.281057357788086, "RegCM_P2_xgb_d2": 3.7712509632110596, "RegCM_P2_xgb_regularized": -6.74931526184082, "RegCM_P2_mlp_small": 5.391887664794922, "RegCM_P2_ann_tanh": 1.713226079940796, "RegCM_P4_ridge": 4.129779815673828, "RegCM_P4_xgb_d2": -8.307673454284668, "RegCM_P4_xgb_regularized": 1.2576637268066406, "RegCM_P4_mlp_small": 6.7244086265563965, "RegCM_P4_ann_tanh": -5.060053825378418, "clWRF_P2_ridge": 4.012887477874756, "clWRF_P2_xgb_d2": 0.6741599440574646, "clWRF_P2_xgb_regularized": -2.456087350845337, "clWRF_P2_mlp_small": -2.3477556705474854, "clWRF_P2_ann_tanh": -2.730909585952759, "clWRF_P4_ridge": -5.1144304275512695, "clWRF_P4_xgb_d2": -7.670993328094482, "clWRF_P4_xgb_regularized": 7.033592224121094, "clWRF_P4_mlp_small": 6.869187831878662, "clWRF_P4_ann_tanh": -3.9195408821105957}} R4 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
4 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.9346645646910474e-07, "weights": {"RegCM_P2_ridge": -11.495726585388184, "RegCM_P2_xgb_d2": 3.6061248779296875, "RegCM_P2_xgb_regularized": -14.274277687072754, "RegCM_P2_mlp_small": 11.083887100219727, "RegCM_P2_ann_tanh": 8.901551246643066, "RegCM_P4_ridge": -7.062697887420654, "RegCM_P4_xgb_d2": -44.09526443481445, "RegCM_P4_xgb_regularized": 45.80878829956055, "RegCM_P4_mlp_small": -1.1129140853881836, "RegCM_P4_ann_tanh": -18.703271865844727, "clWRF_P2_ridge": -13.149251937866211, "clWRF_P2_xgb_d2": 8.504557609558105, "clWRF_P2_xgb_regularized": -6.317826747894287, "clWRF_P2_mlp_small": -1.6336168050765991, "clWRF_P2_ann_tanh": 0.6300039887428284, "clWRF_P4_ridge": 10.43612003326416, "clWRF_P4_xgb_d2": 4.082401275634766, "clWRF_P4_xgb_regularized": -14.503410339355469, "clWRF_P4_mlp_small": 6.21728515625, "clWRF_P4_ann_tanh": 15.23073673248291}} R4 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
5 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -9.174571005132748e-07, "weights": {"RegCM_P2_ridge": 12.588458061218262, "RegCM_P2_xgb_d2": 66.32137298583984, "RegCM_P2_xgb_regularized": -88.77853393554688, "RegCM_P2_mlp_small": 3.454925775527954, "RegCM_P2_ann_tanh": 6.557731628417969, "RegCM_P4_ridge": -24.954078674316406, "RegCM_P4_xgb_d2": 17.62163734436035, "RegCM_P4_xgb_regularized": -7.655273914337158, "RegCM_P4_mlp_small": 44.85736846923828, "RegCM_P4_ann_tanh": -8.854246139526367, "clWRF_P2_ridge": 34.0966796875, "clWRF_P2_xgb_d2": 13.24174976348877, "clWRF_P2_xgb_regularized": -20.820478439331055, "clWRF_P2_mlp_small": -41.246559143066406, "clWRF_P2_ann_tanh": 9.785243034362793, "clWRF_P4_ridge": -8.997340202331543, "clWRF_P4_xgb_d2": 24.131614685058594, "clWRF_P4_xgb_regularized": -0.4908597469329834, "clWRF_P4_mlp_small": -30.196773529052734, "clWRF_P4_ann_tanh": 4.970814228057861}} R4 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
6 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.4757500821360736e-07, "weights": {"RegCM_P2_ridge": -22.653274536132812, "RegCM_P2_xgb_d2": 25.556058883666992, "RegCM_P2_xgb_regularized": -21.767654418945312, "RegCM_P2_mlp_small": -15.017745971679688, "RegCM_P2_ann_tanh": 0.36977872252464294, "RegCM_P4_ridge": 3.3424596786499023, "RegCM_P4_xgb_d2": 0.9436028003692627, "RegCM_P4_xgb_regularized": -0.13945960998535156, "RegCM_P4_mlp_small": -13.446782112121582, "RegCM_P4_ann_tanh": -2.9321796894073486, "clWRF_P2_ridge": 15.151832580566406, "clWRF_P2_xgb_d2": 5.3093438148498535, "clWRF_P2_xgb_regularized": -12.701115608215332, "clWRF_P2_mlp_small": -11.725664138793945, "clWRF_P2_ann_tanh": -9.039435386657715, "clWRF_P4_ridge": 7.706471920013428, "clWRF_P4_xgb_d2": -8.758051872253418, "clWRF_P4_xgb_regularized": 24.03229522705078, "clWRF_P4_mlp_small": 8.262813568115234, "clWRF_P4_ann_tanh": -12.285000801086426}} R4 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
7 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -7.96528354385373e-07, "weights": {"RegCM_P2_ridge": -39.87648010253906, "RegCM_P2_xgb_d2": -27.58390998840332, "RegCM_P2_xgb_regularized": 32.41316223144531, "RegCM_P2_mlp_small": 3.6411807537078857, "RegCM_P2_ann_tanh": -3.908092975616455, "RegCM_P4_ridge": 2.24249529838562, "RegCM_P4_xgb_d2": 27.525760650634766, "RegCM_P4_xgb_regularized": -19.068164825439453, "RegCM_P4_mlp_small": 2.2772958278656006, "RegCM_P4_ann_tanh": -7.660041332244873, "clWRF_P2_ridge": -2.230189800262451, "clWRF_P2_xgb_d2": -10.581326484680176, "clWRF_P2_xgb_regularized": 8.882068634033203, "clWRF_P2_mlp_small": -1.0611827373504639, "clWRF_P2_ann_tanh": -5.802494525909424, "clWRF_P4_ridge": -1.6436522006988525, "clWRF_P4_xgb_d2": 47.71037292480469, "clWRF_P4_xgb_regularized": -38.4608154296875, "clWRF_P4_mlp_small": 1.441586971282959, "clWRF_P4_ann_tanh": 1.2093791961669922}} R4 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
8 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.0692023124647676e-06, "weights": {"RegCM_P2_ridge": -18.18366241455078, "RegCM_P2_xgb_d2": 36.346858978271484, "RegCM_P2_xgb_regularized": -27.09880828857422, "RegCM_P2_mlp_small": -11.870430946350098, "RegCM_P2_ann_tanh": -5.105199813842773, "RegCM_P4_ridge": 9.691496849060059, "RegCM_P4_xgb_d2": 3.7820818424224854, "RegCM_P4_xgb_regularized": -38.30202865600586, "RegCM_P4_mlp_small": 13.91173267364502, "RegCM_P4_ann_tanh": 8.1220703125, "clWRF_P2_ridge": -26.259334564208984, "clWRF_P2_xgb_d2": -32.71994400024414, "clWRF_P2_xgb_regularized": 43.23379135131836, "clWRF_P2_mlp_small": -23.006078720092773, "clWRF_P2_ann_tanh": -5.708706378936768, "clWRF_P4_ridge": 1.1761988401412964, "clWRF_P4_xgb_d2": 29.135892868041992, "clWRF_P4_xgb_regularized": 23.733034133911133, "clWRF_P4_mlp_small": -27.20878028869629, "clWRF_P4_ann_tanh": -0.954910397529602}} R4 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
9 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -4.358740625320934e-06, "weights": {"RegCM_P2_ridge": 2.2935287952423096, "RegCM_P2_xgb_d2": 10.830435752868652, "RegCM_P2_xgb_regularized": -24.816062927246094, "RegCM_P2_mlp_small": 2.0464370250701904, "RegCM_P2_ann_tanh": -0.1457008570432663, "RegCM_P4_ridge": 31.985280990600586, "RegCM_P4_xgb_d2": 8.861160278320312, "RegCM_P4_xgb_regularized": 10.661130905151367, "RegCM_P4_mlp_small": -44.53898620605469, "RegCM_P4_ann_tanh": -4.23195219039917, "clWRF_P2_ridge": -76.20297241210938, "clWRF_P2_xgb_d2": -9.858339309692383, "clWRF_P2_xgb_regularized": 10.252105712890625, "clWRF_P2_mlp_small": 0.926760733127594, "clWRF_P2_ann_tanh": -21.468107223510742, "clWRF_P4_ridge": 1.737514853477478, "clWRF_P4_xgb_d2": 91.77865600585938, "clWRF_P4_xgb_regularized": -113.10242462158203, "clWRF_P4_mlp_small": 32.110713958740234, "clWRF_P4_ann_tanh": -19.989395141601562}} R4 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
10 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.8249651222722605e-06, "weights": {"RegCM_P2_ridge": -59.51665115356445, "RegCM_P2_xgb_d2": 15.476958274841309, "RegCM_P2_xgb_regularized": 6.415613651275635, "RegCM_P2_mlp_small": 46.153995513916016, "RegCM_P2_ann_tanh": -87.33692169189453, "RegCM_P4_ridge": -10.900585174560547, "RegCM_P4_xgb_d2": 52.006431579589844, "RegCM_P4_xgb_regularized": 1.7513315677642822, "RegCM_P4_mlp_small": 18.951753616333008, "RegCM_P4_ann_tanh": 3.6653432846069336, "clWRF_P2_ridge": 29.267541885375977, "clWRF_P2_xgb_d2": 76.05743408203125, "clWRF_P2_xgb_regularized": -110.42757415771484, "clWRF_P2_mlp_small": 22.125303268432617, "clWRF_P2_ann_tanh": -68.81541442871094, "clWRF_P4_ridge": 54.47483825683594, "clWRF_P4_xgb_d2": 58.55301284790039, "clWRF_P4_xgb_regularized": -144.1273651123047, "clWRF_P4_mlp_small": 24.693952560424805, "clWRF_P4_ann_tanh": -2.362424850463867}} R4 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
11 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 6.28711347872013e-07, "weights": {"RegCM_P2_ridge": 47.3043212890625, "RegCM_P2_xgb_d2": -3.4162750244140625, "RegCM_P2_xgb_regularized": 0.5857595801353455, "RegCM_P2_mlp_small": 15.367169380187988, "RegCM_P2_ann_tanh": 0.32749444246292114, "RegCM_P4_ridge": 24.45387077331543, "RegCM_P4_xgb_d2": 88.41398620605469, "RegCM_P4_xgb_regularized": -110.5299072265625, "RegCM_P4_mlp_small": -23.365375518798828, "RegCM_P4_ann_tanh": -8.241485595703125, "clWRF_P2_ridge": 111.2601318359375, "clWRF_P2_xgb_d2": 8.71384334564209, "clWRF_P2_xgb_regularized": -25.361886978149414, "clWRF_P2_mlp_small": -115.03759002685547, "clWRF_P2_ann_tanh": 10.84222412109375, "clWRF_P4_ridge": -9.059077262878418, "clWRF_P4_xgb_d2": 28.61016845703125, "clWRF_P4_xgb_regularized": -17.491329193115234, "clWRF_P4_mlp_small": -28.43223762512207, "clWRF_P4_ann_tanh": -17.762348175048828}} R4 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
12 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 3.4693869110924425e-08, "weights": {"RegCM_P2_ridge": -1.651504635810852, "RegCM_P2_xgb_d2": 0.2920190989971161, "RegCM_P2_xgb_regularized": -16.34263038635254, "RegCM_P2_mlp_small": 19.446666717529297, "RegCM_P2_ann_tanh": -15.105920791625977, "RegCM_P4_ridge": -14.167189598083496, "RegCM_P4_xgb_d2": -16.88295555114746, "RegCM_P4_xgb_regularized": -3.5781314373016357, "RegCM_P4_mlp_small": 11.971957206726074, "RegCM_P4_ann_tanh": 16.644275665283203, "clWRF_P2_ridge": -20.86527442932129, "clWRF_P2_xgb_d2": -8.747702598571777, "clWRF_P2_xgb_regularized": 5.513741970062256, "clWRF_P2_mlp_small": 1.6514924764633179, "clWRF_P2_ann_tanh": 6.175549030303955, "clWRF_P4_ridge": 9.728841781616211, "clWRF_P4_xgb_d2": -24.98741912841797, "clWRF_P4_xgb_regularized": 48.479339599609375, "clWRF_P4_mlp_small": -22.259422302246094, "clWRF_P4_ann_tanh": 7.377931594848633}} R4 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
1 stack_elasticnet 2139 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.6934424638748169, "weights": {"RegCM_P2_ridge": -16.46947479248047, "RegCM_P2_xgb_d2": 18.375202178955078, "RegCM_P2_xgb_regularized": -27.002151489257812, "RegCM_P2_mlp_small": 14.638289451599121, "RegCM_P2_ann_tanh": -3.765972852706909, "RegCM_P4_ridge": 8.52963924407959, "RegCM_P4_xgb_d2": -6.6549201011657715, "RegCM_P4_xgb_regularized": 6.676411151885986, "RegCM_P4_mlp_small": -13.444232940673828, "RegCM_P4_ann_tanh": 9.144755363464355, "clWRF_P2_ridge": -17.97001838684082, "clWRF_P2_xgb_d2": -1.5240356922149658, "clWRF_P2_xgb_regularized": 4.046937465667725, "clWRF_P2_mlp_small": -1.2765398025512695, "clWRF_P2_ann_tanh": -11.907771110534668, "clWRF_P4_ridge": 1.181149959564209, "clWRF_P4_xgb_d2": -6.431392669677734, "clWRF_P4_xgb_regularized": 3.205573797225952, "clWRF_P4_mlp_small": 3.086557149887085, "clWRF_P4_ann_tanh": -4.409998893737793}} R5 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
2 stack_elasticnet 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 6.276660542425816e-07, "weights": {"RegCM_P2_ridge": -6.453094005584717, "RegCM_P2_xgb_d2": 0.22695055603981018, "RegCM_P2_xgb_regularized": -0.4427579641342163, "RegCM_P2_mlp_small": -0.04705112427473068, "RegCM_P2_ann_tanh": -2.3441169261932373, "RegCM_P4_ridge": 9.540523529052734, "RegCM_P4_xgb_d2": 4.2136945724487305, "RegCM_P4_xgb_regularized": -13.55849552154541, "RegCM_P4_mlp_small": 1.067401647567749, "RegCM_P4_ann_tanh": 3.547555685043335, "clWRF_P2_ridge": -2.006037473678589, "clWRF_P2_xgb_d2": -2.3083393573760986, "clWRF_P2_xgb_regularized": 2.614569902420044, "clWRF_P2_mlp_small": -0.27656206488609314, "clWRF_P2_ann_tanh": -0.24241071939468384, "clWRF_P4_ridge": -1.0953000783920288, "clWRF_P4_xgb_d2": -4.282547473907471, "clWRF_P4_xgb_regularized": 4.861616611480713, "clWRF_P4_mlp_small": 3.4860470294952393, "clWRF_P4_ann_tanh": -4.226978778839111}} R5 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
3 stack_elasticnet 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.8181184202603617e-07, "weights": {"RegCM_P2_ridge": -16.4797306060791, "RegCM_P2_xgb_d2": -7.788476467132568, "RegCM_P2_xgb_regularized": 1.892370581626892, "RegCM_P2_mlp_small": 5.946022033691406, "RegCM_P2_ann_tanh": 3.6579062938690186, "RegCM_P4_ridge": 13.872918128967285, "RegCM_P4_xgb_d2": 22.588180541992188, "RegCM_P4_xgb_regularized": -14.26278018951416, "RegCM_P4_mlp_small": -9.490533828735352, "RegCM_P4_ann_tanh": -2.2083003520965576, "clWRF_P2_ridge": -26.969139099121094, "clWRF_P2_xgb_d2": -6.638075351715088, "clWRF_P2_xgb_regularized": 5.05342960357666, "clWRF_P2_mlp_small": 17.89338493347168, "clWRF_P2_ann_tanh": -11.660013198852539, "clWRF_P4_ridge": -3.04491925239563, "clWRF_P4_xgb_d2": -27.074542999267578, "clWRF_P4_xgb_regularized": 11.874750137329102, "clWRF_P4_mlp_small": 5.1602349281311035, "clWRF_P4_ann_tanh": 2.2639925479888916}} R5 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
4 stack_elasticnet 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 3.389824598798441e-07, "weights": {"RegCM_P2_ridge": -34.20981216430664, "RegCM_P2_xgb_d2": 6.55211067199707, "RegCM_P2_xgb_regularized": -21.960214614868164, "RegCM_P2_mlp_small": 42.55543899536133, "RegCM_P2_ann_tanh": -7.233264923095703, "RegCM_P4_ridge": 7.886587619781494, "RegCM_P4_xgb_d2": -12.040639877319336, "RegCM_P4_xgb_regularized": 2.5373075008392334, "RegCM_P4_mlp_small": -13.544032096862793, "RegCM_P4_ann_tanh": -0.3547822833061218, "clWRF_P2_ridge": 13.807169914245605, "clWRF_P2_xgb_d2": -37.44149398803711, "clWRF_P2_xgb_regularized": 51.14186477661133, "clWRF_P2_mlp_small": -12.902833938598633, "clWRF_P2_ann_tanh": 2.1580257415771484, "clWRF_P4_ridge": 0.4587559700012207, "clWRF_P4_xgb_d2": -14.255422592163086, "clWRF_P4_xgb_regularized": 13.91106128692627, "clWRF_P4_mlp_small": 12.33660888671875, "clWRF_P4_ann_tanh": 3.004411458969116}} R5 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
5 stack_elasticnet 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 5.216851604927797e-06, "weights": {"RegCM_P2_ridge": -12.993021965026855, "RegCM_P2_xgb_d2": 19.384483337402344, "RegCM_P2_xgb_regularized": -28.993244171142578, "RegCM_P2_mlp_small": 16.652982711791992, "RegCM_P2_ann_tanh": 10.276758193969727, "RegCM_P4_ridge": -1.1480110883712769, "RegCM_P4_xgb_d2": -100.34817504882812, "RegCM_P4_xgb_regularized": 90.68527221679688, "RegCM_P4_mlp_small": 1.3386589288711548, "RegCM_P4_ann_tanh": 22.271696090698242, "clWRF_P2_ridge": -14.588787078857422, "clWRF_P2_xgb_d2": -17.762727737426758, "clWRF_P2_xgb_regularized": 17.638227462768555, "clWRF_P2_mlp_small": -11.167808532714844, "clWRF_P2_ann_tanh": 8.22084903717041, "clWRF_P4_ridge": 22.003015518188477, "clWRF_P4_xgb_d2": 31.598983764648438, "clWRF_P4_xgb_regularized": -30.589332580566406, "clWRF_P4_mlp_small": -6.334055423736572, "clWRF_P4_ann_tanh": -2.0879335403442383}} R5 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
6 stack_elasticnet 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.215449628944043e-06, "weights": {"RegCM_P2_ridge": -7.99100399017334, "RegCM_P2_xgb_d2": -10.63117504119873, "RegCM_P2_xgb_regularized": 6.096615314483643, "RegCM_P2_mlp_small": -2.7467353343963623, "RegCM_P2_ann_tanh": 9.913429260253906, "RegCM_P4_ridge": 14.070259094238281, "RegCM_P4_xgb_d2": 16.799489974975586, "RegCM_P4_xgb_regularized": -23.00261688232422, "RegCM_P4_mlp_small": -20.517675399780273, "RegCM_P4_ann_tanh": 0.08905816078186035, "clWRF_P2_ridge": -0.025835232809185982, "clWRF_P2_xgb_d2": 1.1740984916687012, "clWRF_P2_xgb_regularized": -9.263786315917969, "clWRF_P2_mlp_small": -10.298946380615234, "clWRF_P2_ann_tanh": 4.127989292144775, "clWRF_P4_ridge": -8.155827522277832, "clWRF_P4_xgb_d2": -4.134377479553223, "clWRF_P4_xgb_regularized": 11.052752494812012, "clWRF_P4_mlp_small": 12.365219116210938, "clWRF_P4_ann_tanh": -6.793581962585449}} R5 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
7 stack_elasticnet 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 6.544346433656756e-07, "weights": {"RegCM_P2_ridge": 1.136029601097107, "RegCM_P2_xgb_d2": -12.677550315856934, "RegCM_P2_xgb_regularized": 10.558165550231934, "RegCM_P2_mlp_small": 6.207101345062256, "RegCM_P2_ann_tanh": -15.18708610534668, "RegCM_P4_ridge": -10.657243728637695, "RegCM_P4_xgb_d2": 9.121437072753906, "RegCM_P4_xgb_regularized": -6.887382507324219, "RegCM_P4_mlp_small": 1.9586008787155151, "RegCM_P4_ann_tanh": -5.165982246398926, "clWRF_P2_ridge": -13.95182991027832, "clWRF_P2_xgb_d2": -11.212635040283203, "clWRF_P2_xgb_regularized": 5.086209774017334, "clWRF_P2_mlp_small": -0.1776968389749527, "clWRF_P2_ann_tanh": -3.788181781768799, "clWRF_P4_ridge": 2.860468864440918, "clWRF_P4_xgb_d2": -2.8048393726348877, "clWRF_P4_xgb_regularized": 8.884628295898438, "clWRF_P4_mlp_small": 4.0144782066345215, "clWRF_P4_ann_tanh": -2.182171583175659}} R5 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
8 stack_elasticnet 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 9.436382697458612e-07, "weights": {"RegCM_P2_ridge": -25.039751052856445, "RegCM_P2_xgb_d2": -10.875106811523438, "RegCM_P2_xgb_regularized": 7.334094047546387, "RegCM_P2_mlp_small": -3.3919119834899902, "RegCM_P2_ann_tanh": 6.080437183380127, "RegCM_P4_ridge": 18.046663284301758, "RegCM_P4_xgb_d2": 19.045244216918945, "RegCM_P4_xgb_regularized": -28.9792423248291, "RegCM_P4_mlp_small": 0.3486817479133606, "RegCM_P4_ann_tanh": -0.10546556860208511, "clWRF_P2_ridge": -1.603698968887329, "clWRF_P2_xgb_d2": -6.872124195098877, "clWRF_P2_xgb_regularized": 0.13005396723747253, "clWRF_P2_mlp_small": 14.773061752319336, "clWRF_P2_ann_tanh": -0.9847705364227295, "clWRF_P4_ridge": -26.125085830688477, "clWRF_P4_xgb_d2": 13.045125961303711, "clWRF_P4_xgb_regularized": -22.553789138793945, "clWRF_P4_mlp_small": -0.041081562638282776, "clWRF_P4_ann_tanh": 2.1502585411071777}} R5 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
9 stack_elasticnet 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 4.955776148563018e-06, "weights": {"RegCM_P2_ridge": -54.48909378051758, "RegCM_P2_xgb_d2": -45.24919509887695, "RegCM_P2_xgb_regularized": 43.12385559082031, "RegCM_P2_mlp_small": -35.72684860229492, "RegCM_P2_ann_tanh": 44.07264709472656, "RegCM_P4_ridge": 42.15833282470703, "RegCM_P4_xgb_d2": 26.564924240112305, "RegCM_P4_xgb_regularized": 1.184640645980835, "RegCM_P4_mlp_small": -15.895613670349121, "RegCM_P4_ann_tanh": -7.01820707321167, "clWRF_P2_ridge": 34.695472717285156, "clWRF_P2_xgb_d2": 3.3571057319641113, "clWRF_P2_xgb_regularized": -5.733384132385254, "clWRF_P2_mlp_small": -31.358285903930664, "clWRF_P2_ann_tanh": -21.5261287689209, "clWRF_P4_ridge": -35.8214111328125, "clWRF_P4_xgb_d2": 5.097242832183838, "clWRF_P4_xgb_regularized": 26.397611618041992, "clWRF_P4_mlp_small": -18.12625503540039, "clWRF_P4_ann_tanh": 6.457584381103516}} R5 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
10 stack_elasticnet 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.967594698726316e-06, "weights": {"RegCM_P2_ridge": -34.92652130126953, "RegCM_P2_xgb_d2": 31.643512725830078, "RegCM_P2_xgb_regularized": -3.318281412124634, "RegCM_P2_mlp_small": -29.02314567565918, "RegCM_P2_ann_tanh": 69.6087875366211, "RegCM_P4_ridge": -7.868984699249268, "RegCM_P4_xgb_d2": 111.5383071899414, "RegCM_P4_xgb_regularized": -128.8203887939453, "RegCM_P4_mlp_small": 11.756244659423828, "RegCM_P4_ann_tanh": 76.5958251953125, "clWRF_P2_ridge": -38.87345504760742, "clWRF_P2_xgb_d2": 6.805217266082764, "clWRF_P2_xgb_regularized": -34.811370849609375, "clWRF_P2_mlp_small": -41.53789520263672, "clWRF_P2_ann_tanh": -20.75675392150879, "clWRF_P4_ridge": -18.49560546875, "clWRF_P4_xgb_d2": -119.94371795654297, "clWRF_P4_xgb_regularized": 157.60116577148438, "clWRF_P4_mlp_small": -13.387053489685059, "clWRF_P4_ann_tanh": 44.29443359375}} R5 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
11 stack_elasticnet 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.0887489881715737e-05, "weights": {"RegCM_P2_ridge": -39.18321990966797, "RegCM_P2_xgb_d2": 38.24236297607422, "RegCM_P2_xgb_regularized": -1.3075007200241089, "RegCM_P2_mlp_small": 75.63923645019531, "RegCM_P2_ann_tanh": 11.023674964904785, "RegCM_P4_ridge": 4.682825565338135, "RegCM_P4_xgb_d2": -439.7434387207031, "RegCM_P4_xgb_regularized": 491.8376159667969, "RegCM_P4_mlp_small": 21.214248657226562, "RegCM_P4_ann_tanh": -41.700904846191406, "clWRF_P2_ridge": 68.28729248046875, "clWRF_P2_xgb_d2": -21.632017135620117, "clWRF_P2_xgb_regularized": -21.310428619384766, "clWRF_P2_mlp_small": -45.94789505004883, "clWRF_P2_ann_tanh": -33.476314544677734, "clWRF_P4_ridge": 130.2974853515625, "clWRF_P4_xgb_d2": -17.381216049194336, "clWRF_P4_xgb_regularized": 66.48165130615234, "clWRF_P4_mlp_small": -114.67849731445312, "clWRF_P4_ann_tanh": -63.0377311706543}} R5 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
12 stack_elasticnet 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 4.471374268177897e-06, "weights": {"RegCM_P2_ridge": -51.24897766113281, "RegCM_P2_xgb_d2": -105.7059555053711, "RegCM_P2_xgb_regularized": 126.13509368896484, "RegCM_P2_mlp_small": -10.889138221740723, "RegCM_P2_ann_tanh": 7.387258052825928, "RegCM_P4_ridge": -49.6903076171875, "RegCM_P4_xgb_d2": -47.550968170166016, "RegCM_P4_xgb_regularized": 33.93296432495117, "RegCM_P4_mlp_small": 29.25674057006836, "RegCM_P4_ann_tanh": 35.92524337768555, "clWRF_P2_ridge": -8.189921379089355, "clWRF_P2_xgb_d2": -5.117328643798828, "clWRF_P2_xgb_regularized": -34.131446838378906, "clWRF_P2_mlp_small": -39.335243225097656, "clWRF_P2_ann_tanh": 35.93679428100586, "clWRF_P4_ridge": 5.046980381011963, "clWRF_P4_xgb_d2": -59.05416488647461, "clWRF_P4_xgb_regularized": 118.11231994628906, "clWRF_P4_mlp_small": 1.6947085857391357, "clWRF_P4_ann_tanh": -15.849968910217285}} R5 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
1 stack_elasticnet 2387 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.27118515968322754, "weights": {"RegCM_P2_ridge": 1.3802201747894287, "RegCM_P2_xgb_d2": 4.005120754241943, "RegCM_P2_xgb_regularized": -5.8325419425964355, "RegCM_P2_mlp_small": -3.530977725982666, "RegCM_P2_ann_tanh": -0.6101862788200378, "RegCM_P4_ridge": 0.6617684960365295, "RegCM_P4_xgb_d2": -6.520514965057373, "RegCM_P4_xgb_regularized": 0.6124230027198792, "RegCM_P4_mlp_small": 0.1316087692975998, "RegCM_P4_ann_tanh": -0.08752168715000153, "clWRF_P2_ridge": -6.568096160888672, "clWRF_P2_xgb_d2": 1.0770244598388672, "clWRF_P2_xgb_regularized": -3.8801772594451904, "clWRF_P2_mlp_small": 1.9267568588256836, "clWRF_P2_ann_tanh": 1.2150218486785889, "clWRF_P4_ridge": 1.0580155849456787, "clWRF_P4_xgb_d2": 0.7038297057151794, "clWRF_P4_xgb_regularized": 1.302082896232605, "clWRF_P4_mlp_small": -2.5574355125427246, "clWRF_P4_ann_tanh": 0.629477322101593}} R6 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
2 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -4.9193605633490733e-08, "weights": {"RegCM_P2_ridge": -6.332508087158203, "RegCM_P2_xgb_d2": 1.9898622035980225, "RegCM_P2_xgb_regularized": -3.3642797470092773, "RegCM_P2_mlp_small": 0.2997850477695465, "RegCM_P2_ann_tanh": 0.5500144958496094, "RegCM_P4_ridge": 1.9540629386901855, "RegCM_P4_xgb_d2": 1.767587423324585, "RegCM_P4_xgb_regularized": -2.4588675498962402, "RegCM_P4_mlp_small": 0.506352424621582, "RegCM_P4_ann_tanh": 1.650239109992981, "clWRF_P2_ridge": 0.8987613320350647, "clWRF_P2_xgb_d2": 1.8438549041748047, "clWRF_P2_xgb_regularized": -1.675346851348877, "clWRF_P2_mlp_small": -0.9902566075325012, "clWRF_P2_ann_tanh": -0.25422435998916626, "clWRF_P4_ridge": 1.1662861108779907, "clWRF_P4_xgb_d2": 1.5006848573684692, "clWRF_P4_xgb_regularized": -2.116368055343628, "clWRF_P4_mlp_small": -3.3510563373565674, "clWRF_P4_ann_tanh": 0.2119813710451126}} R6 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
3 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.84900352198747e-08, "weights": {"RegCM_P2_ridge": -9.278228759765625, "RegCM_P2_xgb_d2": 12.426565170288086, "RegCM_P2_xgb_regularized": -13.685380935668945, "RegCM_P2_mlp_small": 1.1926476955413818, "RegCM_P2_ann_tanh": -1.9515434503555298, "RegCM_P4_ridge": 3.5819363594055176, "RegCM_P4_xgb_d2": -6.025449275970459, "RegCM_P4_xgb_regularized": 7.965059280395508, "RegCM_P4_mlp_small": 5.5493974685668945, "RegCM_P4_ann_tanh": -8.516402244567871, "clWRF_P2_ridge": 2.328890562057495, "clWRF_P2_xgb_d2": 2.4444048404693604, "clWRF_P2_xgb_regularized": -1.5939569473266602, "clWRF_P2_mlp_small": -7.973738670349121, "clWRF_P2_ann_tanh": 1.1200274229049683, "clWRF_P4_ridge": 4.194964408874512, "clWRF_P4_xgb_d2": -13.553651809692383, "clWRF_P4_xgb_regularized": 4.687150478363037, "clWRF_P4_mlp_small": -4.145963668823242, "clWRF_P4_ann_tanh": 6.817043304443359}} R6 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
4 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.2906186839245493e-06, "weights": {"RegCM_P2_ridge": 7.723556995391846, "RegCM_P2_xgb_d2": 8.502071380615234, "RegCM_P2_xgb_regularized": -15.262042999267578, "RegCM_P2_mlp_small": -1.1564741134643555, "RegCM_P2_ann_tanh": -10.504952430725098, "RegCM_P4_ridge": -16.61094856262207, "RegCM_P4_xgb_d2": 38.26784133911133, "RegCM_P4_xgb_regularized": -42.36812973022461, "RegCM_P4_mlp_small": -4.425853729248047, "RegCM_P4_ann_tanh": 4.32358455657959, "clWRF_P2_ridge": -1.387956976890564, "clWRF_P2_xgb_d2": -26.892154693603516, "clWRF_P2_xgb_regularized": 32.858116149902344, "clWRF_P2_mlp_small": -6.264472961425781, "clWRF_P2_ann_tanh": 6.151540279388428, "clWRF_P4_ridge": 26.878620147705078, "clWRF_P4_xgb_d2": -9.497258186340332, "clWRF_P4_xgb_regularized": 4.029337406158447, "clWRF_P4_mlp_small": -2.7712326049804688, "clWRF_P4_ann_tanh": 22.641742706298828}} R6 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
5 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 5.416963176685385e-06, "weights": {"RegCM_P2_ridge": -2.5599069595336914, "RegCM_P2_xgb_d2": 25.711946487426758, "RegCM_P2_xgb_regularized": -25.43873405456543, "RegCM_P2_mlp_small": 8.636445999145508, "RegCM_P2_ann_tanh": -4.415434837341309, "RegCM_P4_ridge": 34.887596130371094, "RegCM_P4_xgb_d2": -98.59627532958984, "RegCM_P4_xgb_regularized": 123.01960754394531, "RegCM_P4_mlp_small": -21.755388259887695, "RegCM_P4_ann_tanh": 4.592540740966797, "clWRF_P2_ridge": -11.016995429992676, "clWRF_P2_xgb_d2": -16.44647979736328, "clWRF_P2_xgb_regularized": 19.47376251220703, "clWRF_P2_mlp_small": 5.400161266326904, "clWRF_P2_ann_tanh": -12.363468170166016, "clWRF_P4_ridge": 1.303435206413269, "clWRF_P4_xgb_d2": 5.101624488830566, "clWRF_P4_xgb_regularized": -21.491674423217773, "clWRF_P4_mlp_small": -2.7051241397857666, "clWRF_P4_ann_tanh": -0.24804800748825073}} R6 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
6 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.9517184430005727e-06, "weights": {"RegCM_P2_ridge": -46.030250549316406, "RegCM_P2_xgb_d2": 13.747591972351074, "RegCM_P2_xgb_regularized": -11.555212020874023, "RegCM_P2_mlp_small": -7.615819454193115, "RegCM_P2_ann_tanh": 10.561967849731445, "RegCM_P4_ridge": 24.607337951660156, "RegCM_P4_xgb_d2": -13.295642852783203, "RegCM_P4_xgb_regularized": -4.223742485046387, "RegCM_P4_mlp_small": -3.2804715633392334, "RegCM_P4_ann_tanh": 5.826242446899414, "clWRF_P2_ridge": -1.9031360149383545, "clWRF_P2_xgb_d2": 14.998098373413086, "clWRF_P2_xgb_regularized": -25.697101593017578, "clWRF_P2_mlp_small": 11.526281356811523, "clWRF_P2_ann_tanh": -14.879317283630371, "clWRF_P4_ridge": -10.420875549316406, "clWRF_P4_xgb_d2": 20.077444076538086, "clWRF_P4_xgb_regularized": 3.986494779586792, "clWRF_P4_mlp_small": 15.275150299072266, "clWRF_P4_ann_tanh": -8.982690811157227}} R6 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
7 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.223156570835272e-06, "weights": {"RegCM_P2_ridge": -10.811873435974121, "RegCM_P2_xgb_d2": -0.40745818614959717, "RegCM_P2_xgb_regularized": -22.883014678955078, "RegCM_P2_mlp_small": 10.591287612915039, "RegCM_P2_ann_tanh": -9.813716888427734, "RegCM_P4_ridge": -4.064202308654785, "RegCM_P4_xgb_d2": 70.03449249267578, "RegCM_P4_xgb_regularized": -52.922218322753906, "RegCM_P4_mlp_small": 19.666677474975586, "RegCM_P4_ann_tanh": -0.47109511494636536, "clWRF_P2_ridge": -14.341026306152344, "clWRF_P2_xgb_d2": -1.2276086807250977, "clWRF_P2_xgb_regularized": 0.17123322188854218, "clWRF_P2_mlp_small": -2.7297396659851074, "clWRF_P2_ann_tanh": 19.79157066345215, "clWRF_P4_ridge": 5.473561763763428, "clWRF_P4_xgb_d2": 6.787502288818359, "clWRF_P4_xgb_regularized": -25.932601928710938, "clWRF_P4_mlp_small": -3.4678714275360107, "clWRF_P4_ann_tanh": -0.3698361814022064}} R6 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
8 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.9509782305249246e-06, "weights": {"RegCM_P2_ridge": 1.9417698383331299, "RegCM_P2_xgb_d2": 13.444345474243164, "RegCM_P2_xgb_regularized": -31.405649185180664, "RegCM_P2_mlp_small": -32.31568908691406, "RegCM_P2_ann_tanh": 31.65314292907715, "RegCM_P4_ridge": 38.12116622924805, "RegCM_P4_xgb_d2": -32.45475769042969, "RegCM_P4_xgb_regularized": 12.237078666687012, "RegCM_P4_mlp_small": -18.770076751708984, "RegCM_P4_ann_tanh": 12.882363319396973, "clWRF_P2_ridge": -19.957103729248047, "clWRF_P2_xgb_d2": 21.511333465576172, "clWRF_P2_xgb_regularized": -37.140228271484375, "clWRF_P2_mlp_small": 5.436386585235596, "clWRF_P2_ann_tanh": 17.86705207824707, "clWRF_P4_ridge": 10.962274551391602, "clWRF_P4_xgb_d2": -99.27664947509766, "clWRF_P4_xgb_regularized": 77.58063507080078, "clWRF_P4_mlp_small": -12.624960899353027, "clWRF_P4_ann_tanh": -0.9358435869216919}} R6 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
9 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -5.243354735284811e-06, "weights": {"RegCM_P2_ridge": -34.97378158569336, "RegCM_P2_xgb_d2": -6.5970377922058105, "RegCM_P2_xgb_regularized": 7.324315547943115, "RegCM_P2_mlp_small": 5.7719221115112305, "RegCM_P2_ann_tanh": -10.390002250671387, "RegCM_P4_ridge": 1.011606216430664, "RegCM_P4_xgb_d2": 60.534061431884766, "RegCM_P4_xgb_regularized": -44.75422668457031, "RegCM_P4_mlp_small": -11.243541717529297, "RegCM_P4_ann_tanh": 9.73608112335205, "clWRF_P2_ridge": -6.305263042449951, "clWRF_P2_xgb_d2": -16.286788940429688, "clWRF_P2_xgb_regularized": 10.914899826049805, "clWRF_P2_mlp_small": 3.569467067718506, "clWRF_P2_ann_tanh": -10.020857810974121, "clWRF_P4_ridge": -18.324522018432617, "clWRF_P4_xgb_d2": -37.82228088378906, "clWRF_P4_xgb_regularized": 44.74091339111328, "clWRF_P4_mlp_small": 1.2276757955551147, "clWRF_P4_ann_tanh": -5.410606861114502}} R6 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
10 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.143155825251597e-06, "weights": {"RegCM_P2_ridge": 33.00490188598633, "RegCM_P2_xgb_d2": -18.85890769958496, "RegCM_P2_xgb_regularized": -0.41467979550361633, "RegCM_P2_mlp_small": -13.569429397583008, "RegCM_P2_ann_tanh": -5.679731845855713, "RegCM_P4_ridge": 36.95634078979492, "RegCM_P4_xgb_d2": -25.905254364013672, "RegCM_P4_xgb_regularized": -16.357999801635742, "RegCM_P4_mlp_small": 8.763359069824219, "RegCM_P4_ann_tanh": 23.147294998168945, "clWRF_P2_ridge": -15.046246528625488, "clWRF_P2_xgb_d2": -6.069963455200195, "clWRF_P2_xgb_regularized": -0.23042236268520355, "clWRF_P2_mlp_small": -7.158590316772461, "clWRF_P2_ann_tanh": -13.87558364868164, "clWRF_P4_ridge": -2.113283395767212, "clWRF_P4_xgb_d2": -66.83782958984375, "clWRF_P4_xgb_regularized": 53.24835205078125, "clWRF_P4_mlp_small": 15.029715538024902, "clWRF_P4_ann_tanh": 1.1598926782608032}} R6 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
11 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.8851083041226957e-06, "weights": {"RegCM_P2_ridge": 3.2073357105255127, "RegCM_P2_xgb_d2": 51.91062545776367, "RegCM_P2_xgb_regularized": -44.69648742675781, "RegCM_P2_mlp_small": -13.514233589172363, "RegCM_P2_ann_tanh": 10.465263366699219, "RegCM_P4_ridge": 60.051265716552734, "RegCM_P4_xgb_d2": -30.846569061279297, "RegCM_P4_xgb_regularized": 43.72377395629883, "RegCM_P4_mlp_small": -30.745899200439453, "RegCM_P4_ann_tanh": -12.301933288574219, "clWRF_P2_ridge": 19.042802810668945, "clWRF_P2_xgb_d2": -2.9615092277526855, "clWRF_P2_xgb_regularized": 4.829396724700928, "clWRF_P2_mlp_small": -33.05767822265625, "clWRF_P2_ann_tanh": 2.965780735015869, "clWRF_P4_ridge": -21.26167106628418, "clWRF_P4_xgb_d2": -16.82804298400879, "clWRF_P4_xgb_regularized": 47.069297790527344, "clWRF_P4_mlp_small": 11.333941459655762, "clWRF_P4_ann_tanh": -10.42899227142334}} R6 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
12 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 9.872168220681488e-07, "weights": {"RegCM_P2_ridge": -16.88609504699707, "RegCM_P2_xgb_d2": -9.95801067352295, "RegCM_P2_xgb_regularized": 10.26327896118164, "RegCM_P2_mlp_small": -6.863551616668701, "RegCM_P2_ann_tanh": 12.731228828430176, "RegCM_P4_ridge": 0.6236996650695801, "RegCM_P4_xgb_d2": 18.582738876342773, "RegCM_P4_xgb_regularized": -1.0762240886688232, "RegCM_P4_mlp_small": -0.0015790777979418635, "RegCM_P4_ann_tanh": -1.2075941562652588, "clWRF_P2_ridge": -4.985716819763184, "clWRF_P2_xgb_d2": 15.673210144042969, "clWRF_P2_xgb_regularized": -27.258277893066406, "clWRF_P2_mlp_small": -9.848283767700195, "clWRF_P2_ann_tanh": 17.89089012145996, "clWRF_P4_ridge": 2.0543527603149414, "clWRF_P4_xgb_d2": 5.530939102172852, "clWRF_P4_xgb_regularized": -18.604482650756836, "clWRF_P4_mlp_small": 5.080204486846924, "clWRF_P4_ann_tanh": -2.3486766815185547}} R6 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
1 stack_elasticnet 2728 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.27963531017303467, "weights": {"RegCM_P2_ridge": -12.234667778015137, "RegCM_P2_xgb_d2": -4.149040699005127, "RegCM_P2_xgb_regularized": 3.9327898025512695, "RegCM_P2_mlp_small": -1.956679344177246, "RegCM_P2_ann_tanh": 1.004805564880371, "RegCM_P4_ridge": -2.5223608016967773, "RegCM_P4_xgb_d2": 1.619863510131836, "RegCM_P4_xgb_regularized": -1.0658332109451294, "RegCM_P4_mlp_small": 0.5229337215423584, "RegCM_P4_ann_tanh": 0.47567838430404663, "clWRF_P2_ridge": -0.7856447100639343, "clWRF_P2_xgb_d2": 4.687485218048096, "clWRF_P2_xgb_regularized": -3.900097131729126, "clWRF_P2_mlp_small": 1.0951701402664185, "clWRF_P2_ann_tanh": 0.5765629410743713, "clWRF_P4_ridge": 4.001445293426514, "clWRF_P4_xgb_d2": -3.6630804538726807, "clWRF_P4_xgb_regularized": 4.235254764556885, "clWRF_P4_mlp_small": -2.1709256172180176, "clWRF_P4_ann_tanh": 0.453341543674469}} R7 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
2 stack_elasticnet 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 4.464253322566947e-07, "weights": {"RegCM_P2_ridge": -5.565492153167725, "RegCM_P2_xgb_d2": -0.48304319381713867, "RegCM_P2_xgb_regularized": 0.4914532005786896, "RegCM_P2_mlp_small": 0.22333769500255585, "RegCM_P2_ann_tanh": -0.4784295856952667, "RegCM_P4_ridge": 2.6181230545043945, "RegCM_P4_xgb_d2": 7.684317588806152, "RegCM_P4_xgb_regularized": -6.1274943351745605, "RegCM_P4_mlp_small": -4.852482318878174, "RegCM_P4_ann_tanh": -0.94132000207901, "clWRF_P2_ridge": 0.12296337634325027, "clWRF_P2_xgb_d2": -2.7714688777923584, "clWRF_P2_xgb_regularized": 1.4536837339401245, "clWRF_P2_mlp_small": 4.4638848304748535, "clWRF_P2_ann_tanh": -2.067178726196289, "clWRF_P4_ridge": -0.061740368604660034, "clWRF_P4_xgb_d2": -9.4820556640625, "clWRF_P4_xgb_regularized": 10.26833724975586, "clWRF_P4_mlp_small": -0.5497437715530396, "clWRF_P4_ann_tanh": 2.137932062149048}} R7 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
3 stack_elasticnet 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.1090313591921586e-06, "weights": {"RegCM_P2_ridge": -9.841114044189453, "RegCM_P2_xgb_d2": -2.03979754447937, "RegCM_P2_xgb_regularized": -0.40978261828422546, "RegCM_P2_mlp_small": 0.37307605147361755, "RegCM_P2_ann_tanh": -0.2675597667694092, "RegCM_P4_ridge": 9.835393905639648, "RegCM_P4_xgb_d2": -0.005674498621374369, "RegCM_P4_xgb_regularized": -1.8714059591293335, "RegCM_P4_mlp_small": 5.857773780822754, "RegCM_P4_ann_tanh": 5.48822546005249, "clWRF_P2_ridge": 5.8474860191345215, "clWRF_P2_xgb_d2": -17.086151123046875, "clWRF_P2_xgb_regularized": 18.304807662963867, "clWRF_P2_mlp_small": -2.62518048286438, "clWRF_P2_ann_tanh": -9.946564674377441, "clWRF_P4_ridge": -1.6654187440872192, "clWRF_P4_xgb_d2": 30.894508361816406, "clWRF_P4_xgb_regularized": -31.654003143310547, "clWRF_P4_mlp_small": -4.301966190338135, "clWRF_P4_ann_tanh": -3.6662302017211914}} R7 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
4 stack_elasticnet 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -3.851443125313381e-06, "weights": {"RegCM_P2_ridge": 6.976302623748779, "RegCM_P2_xgb_d2": -23.621063232421875, "RegCM_P2_xgb_regularized": 19.468233108520508, "RegCM_P2_mlp_small": -5.534219741821289, "RegCM_P2_ann_tanh": 4.492796421051025, "RegCM_P4_ridge": 0.41224271059036255, "RegCM_P4_xgb_d2": -41.07670593261719, "RegCM_P4_xgb_regularized": 28.951480865478516, "RegCM_P4_mlp_small": -6.154557704925537, "RegCM_P4_ann_tanh": 3.1337616443634033, "clWRF_P2_ridge": 6.198746681213379, "clWRF_P2_xgb_d2": -46.155601501464844, "clWRF_P2_xgb_regularized": 64.20106506347656, "clWRF_P2_mlp_small": -13.069930076599121, "clWRF_P2_ann_tanh": -12.804099082946777, "clWRF_P4_ridge": 64.64665985107422, "clWRF_P4_xgb_d2": -63.13564682006836, "clWRF_P4_xgb_regularized": 66.96988677978516, "clWRF_P4_mlp_small": -36.23029327392578, "clWRF_P4_ann_tanh": 5.846405982971191}} R7 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
5 stack_elasticnet 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -9.474495072936406e-07, "weights": {"RegCM_P2_ridge": -7.708996295928955, "RegCM_P2_xgb_d2": 20.79421615600586, "RegCM_P2_xgb_regularized": -26.50075340270996, "RegCM_P2_mlp_small": 3.393275260925293, "RegCM_P2_ann_tanh": 9.025623321533203, "RegCM_P4_ridge": -0.6611602902412415, "RegCM_P4_xgb_d2": 32.784915924072266, "RegCM_P4_xgb_regularized": -26.63250732421875, "RegCM_P4_mlp_small": 12.045672416687012, "RegCM_P4_ann_tanh": -12.826669692993164, "clWRF_P2_ridge": 4.6381988525390625, "clWRF_P2_xgb_d2": 17.925268173217773, "clWRF_P2_xgb_regularized": -26.206872940063477, "clWRF_P2_mlp_small": -5.9835591316223145, "clWRF_P2_ann_tanh": 2.8698387145996094, "clWRF_P4_ridge": -6.6295390129089355, "clWRF_P4_xgb_d2": 8.719158172607422, "clWRF_P4_xgb_regularized": 35.09922790527344, "clWRF_P4_mlp_small": 7.985993385314941, "clWRF_P4_ann_tanh": -8.904891014099121}} R7 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
6 stack_elasticnet 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -5.534757860914397e-07, "weights": {"RegCM_P2_ridge": -22.88273811340332, "RegCM_P2_xgb_d2": 10.130122184753418, "RegCM_P2_xgb_regularized": -14.828485488891602, "RegCM_P2_mlp_small": 9.725593566894531, "RegCM_P2_ann_tanh": -5.65976095199585, "RegCM_P4_ridge": 14.026602745056152, "RegCM_P4_xgb_d2": -26.221513748168945, "RegCM_P4_xgb_regularized": 14.881080627441406, "RegCM_P4_mlp_small": -2.395853042602539, "RegCM_P4_ann_tanh": -2.814380168914795, "clWRF_P2_ridge": -1.028220772743225, "clWRF_P2_xgb_d2": 8.515494346618652, "clWRF_P2_xgb_regularized": -17.97852325439453, "clWRF_P2_mlp_small": 6.208762168884277, "clWRF_P2_ann_tanh": 3.1042802333831787, "clWRF_P4_ridge": 3.85642409324646, "clWRF_P4_xgb_d2": -36.75419235229492, "clWRF_P4_xgb_regularized": 27.099454879760742, "clWRF_P4_mlp_small": -4.776159763336182, "clWRF_P4_ann_tanh": -1.9858009815216064}} R7 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
7 stack_elasticnet 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.4033713543758495e-06, "weights": {"RegCM_P2_ridge": 54.06321716308594, "RegCM_P2_xgb_d2": 12.692951202392578, "RegCM_P2_xgb_regularized": -19.890701293945312, "RegCM_P2_mlp_small": -43.56587600708008, "RegCM_P2_ann_tanh": -4.546034812927246, "RegCM_P4_ridge": -3.7459278106689453, "RegCM_P4_xgb_d2": 52.273555755615234, "RegCM_P4_xgb_regularized": -59.271034240722656, "RegCM_P4_mlp_small": 12.927593231201172, "RegCM_P4_ann_tanh": -1.5489615201950073, "clWRF_P2_ridge": 18.68182945251465, "clWRF_P2_xgb_d2": -26.13097381591797, "clWRF_P2_xgb_regularized": 10.953075408935547, "clWRF_P2_mlp_small": 1.6334834098815918, "clWRF_P2_ann_tanh": -8.127314567565918, "clWRF_P4_ridge": -7.919419288635254, "clWRF_P4_xgb_d2": 49.70042037963867, "clWRF_P4_xgb_regularized": -59.959251403808594, "clWRF_P4_mlp_small": 16.6821346282959, "clWRF_P4_ann_tanh": -9.328761100769043}} R7 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
8 stack_elasticnet 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.5482848993997322e-06, "weights": {"RegCM_P2_ridge": -19.525327682495117, "RegCM_P2_xgb_d2": 20.549753189086914, "RegCM_P2_xgb_regularized": -30.3524169921875, "RegCM_P2_mlp_small": 2.6086487770080566, "RegCM_P2_ann_tanh": 8.169590950012207, "RegCM_P4_ridge": 3.766284704208374, "RegCM_P4_xgb_d2": -20.686189651489258, "RegCM_P4_xgb_regularized": 8.010841369628906, "RegCM_P4_mlp_small": 2.294447422027588, "RegCM_P4_ann_tanh": 3.0031259059906006, "clWRF_P2_ridge": -10.530848503112793, "clWRF_P2_xgb_d2": -22.599720001220703, "clWRF_P2_xgb_regularized": 11.15659236907959, "clWRF_P2_mlp_small": -10.682164192199707, "clWRF_P2_ann_tanh": 11.615907669067383, "clWRF_P4_ridge": 14.675763130187988, "clWRF_P4_xgb_d2": 5.470493793487549, "clWRF_P4_xgb_regularized": -5.9558515548706055, "clWRF_P4_mlp_small": -16.968849182128906, "clWRF_P4_ann_tanh": 0.900870144367218}} R7 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
9 stack_elasticnet 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.037087031363626e-06, "weights": {"RegCM_P2_ridge": -6.956560134887695, "RegCM_P2_xgb_d2": -1.9963172674179077, "RegCM_P2_xgb_regularized": -13.737283706665039, "RegCM_P2_mlp_small": -2.2684311866760254, "RegCM_P2_ann_tanh": 0.171298548579216, "RegCM_P4_ridge": 15.962482452392578, "RegCM_P4_xgb_d2": -9.00711727142334, "RegCM_P4_xgb_regularized": 12.744338989257812, "RegCM_P4_mlp_small": -23.6629695892334, "RegCM_P4_ann_tanh": 9.612761497497559, "clWRF_P2_ridge": 12.894630432128906, "clWRF_P2_xgb_d2": 0.18632754683494568, "clWRF_P2_xgb_regularized": 1.6369593143463135, "clWRF_P2_mlp_small": -17.54567527770996, "clWRF_P2_ann_tanh": -13.186327934265137, "clWRF_P4_ridge": -11.662225723266602, "clWRF_P4_xgb_d2": 19.290719985961914, "clWRF_P4_xgb_regularized": -20.512800216674805, "clWRF_P4_mlp_small": 8.961628913879395, "clWRF_P4_ann_tanh": 2.432568073272705}} R7 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
10 stack_elasticnet 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 6.75539286021376e-06, "weights": {"RegCM_P2_ridge": 10.832786560058594, "RegCM_P2_xgb_d2": 25.606298446655273, "RegCM_P2_xgb_regularized": -43.55607986450195, "RegCM_P2_mlp_small": -13.692895889282227, "RegCM_P2_ann_tanh": 12.540016174316406, "RegCM_P4_ridge": 26.229543685913086, "RegCM_P4_xgb_d2": -32.680747985839844, "RegCM_P4_xgb_regularized": 20.75726318359375, "RegCM_P4_mlp_small": 13.198094367980957, "RegCM_P4_ann_tanh": 1.5390170812606812, "clWRF_P2_ridge": -4.190591812133789, "clWRF_P2_xgb_d2": -2.69916033744812, "clWRF_P2_xgb_regularized": 1.9238576889038086, "clWRF_P2_mlp_small": 12.34857177734375, "clWRF_P2_ann_tanh": -7.488397598266602, "clWRF_P4_ridge": -10.583622932434082, "clWRF_P4_xgb_d2": 13.153833389282227, "clWRF_P4_xgb_regularized": -6.111816883087158, "clWRF_P4_mlp_small": -17.497844696044922, "clWRF_P4_ann_tanh": -0.8143695592880249}} R7 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
11 stack_elasticnet 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.3570295323006576e-06, "weights": {"RegCM_P2_ridge": -9.17148208618164, "RegCM_P2_xgb_d2": 2.329252004623413, "RegCM_P2_xgb_regularized": -3.576068878173828, "RegCM_P2_mlp_small": -17.287010192871094, "RegCM_P2_ann_tanh": -0.8243593573570251, "RegCM_P4_ridge": 42.46375274658203, "RegCM_P4_xgb_d2": 4.206557750701904, "RegCM_P4_xgb_regularized": -16.51911163330078, "RegCM_P4_mlp_small": -16.127716064453125, "RegCM_P4_ann_tanh": -3.3895480632781982, "clWRF_P2_ridge": -0.28131404519081116, "clWRF_P2_xgb_d2": 0.40003088116645813, "clWRF_P2_xgb_regularized": -10.922381401062012, "clWRF_P2_mlp_small": 6.6351141929626465, "clWRF_P2_ann_tanh": 19.697940826416016, "clWRF_P4_ridge": 12.333351135253906, "clWRF_P4_xgb_d2": -29.64490509033203, "clWRF_P4_xgb_regularized": 37.69960021972656, "clWRF_P4_mlp_small": -0.43317946791648865, "clWRF_P4_ann_tanh": -6.7407684326171875}} R7 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
12 stack_elasticnet 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 7.23133609881188e-07, "weights": {"RegCM_P2_ridge": -13.934712409973145, "RegCM_P2_xgb_d2": 7.958103656768799, "RegCM_P2_xgb_regularized": -14.61906909942627, "RegCM_P2_mlp_small": -2.9042608737945557, "RegCM_P2_ann_tanh": -1.3642923831939697, "RegCM_P4_ridge": 7.103858470916748, "RegCM_P4_xgb_d2": 26.120872497558594, "RegCM_P4_xgb_regularized": -29.04537582397461, "RegCM_P4_mlp_small": 1.3027056455612183, "RegCM_P4_ann_tanh": -1.2663729190826416, "clWRF_P2_ridge": 16.340974807739258, "clWRF_P2_xgb_d2": 0.9965086579322815, "clWRF_P2_xgb_regularized": -5.577963352203369, "clWRF_P2_mlp_small": -10.440821647644043, "clWRF_P2_ann_tanh": 5.6891350746154785, "clWRF_P4_ridge": -6.3394598960876465, "clWRF_P4_xgb_d2": 27.74437141418457, "clWRF_P4_xgb_regularized": -25.445131301879883, "clWRF_P4_mlp_small": -5.0123701095581055, "clWRF_P4_ann_tanh": 0.22489988803863525}} R7 STACK_multi_source_lead1_pr_o_regional_stack_elasticnet
1 stack_mean 1395 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R1 STACK_multi_source_lead1_pr_o_regional_stack_mean
2 stack_mean 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R1 STACK_multi_source_lead1_pr_o_regional_stack_mean
3 stack_mean 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R1 STACK_multi_source_lead1_pr_o_regional_stack_mean
4 stack_mean 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R1 STACK_multi_source_lead1_pr_o_regional_stack_mean
5 stack_mean 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R1 STACK_multi_source_lead1_pr_o_regional_stack_mean
6 stack_mean 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R1 STACK_multi_source_lead1_pr_o_regional_stack_mean
7 stack_mean 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R1 STACK_multi_source_lead1_pr_o_regional_stack_mean
8 stack_mean 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R1 STACK_multi_source_lead1_pr_o_regional_stack_mean
9 stack_mean 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R1 STACK_multi_source_lead1_pr_o_regional_stack_mean
10 stack_mean 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R1 STACK_multi_source_lead1_pr_o_regional_stack_mean
11 stack_mean 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R1 STACK_multi_source_lead1_pr_o_regional_stack_mean
12 stack_mean 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R1 STACK_multi_source_lead1_pr_o_regional_stack_mean
1 stack_mean 2821 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R2 STACK_multi_source_lead1_pr_o_regional_stack_mean
2 stack_mean 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R2 STACK_multi_source_lead1_pr_o_regional_stack_mean
3 stack_mean 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R2 STACK_multi_source_lead1_pr_o_regional_stack_mean
4 stack_mean 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R2 STACK_multi_source_lead1_pr_o_regional_stack_mean
5 stack_mean 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R2 STACK_multi_source_lead1_pr_o_regional_stack_mean
6 stack_mean 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R2 STACK_multi_source_lead1_pr_o_regional_stack_mean
7 stack_mean 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R2 STACK_multi_source_lead1_pr_o_regional_stack_mean
8 stack_mean 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R2 STACK_multi_source_lead1_pr_o_regional_stack_mean
9 stack_mean 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R2 STACK_multi_source_lead1_pr_o_regional_stack_mean
10 stack_mean 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R2 STACK_multi_source_lead1_pr_o_regional_stack_mean
11 stack_mean 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R2 STACK_multi_source_lead1_pr_o_regional_stack_mean
12 stack_mean 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R2 STACK_multi_source_lead1_pr_o_regional_stack_mean
1 stack_mean 1178 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R3 STACK_multi_source_lead1_pr_o_regional_stack_mean
2 stack_mean 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R3 STACK_multi_source_lead1_pr_o_regional_stack_mean
3 stack_mean 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R3 STACK_multi_source_lead1_pr_o_regional_stack_mean
4 stack_mean 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R3 STACK_multi_source_lead1_pr_o_regional_stack_mean
5 stack_mean 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R3 STACK_multi_source_lead1_pr_o_regional_stack_mean
6 stack_mean 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R3 STACK_multi_source_lead1_pr_o_regional_stack_mean
7 stack_mean 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R3 STACK_multi_source_lead1_pr_o_regional_stack_mean
8 stack_mean 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R3 STACK_multi_source_lead1_pr_o_regional_stack_mean
9 stack_mean 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R3 STACK_multi_source_lead1_pr_o_regional_stack_mean
10 stack_mean 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R3 STACK_multi_source_lead1_pr_o_regional_stack_mean
11 stack_mean 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R3 STACK_multi_source_lead1_pr_o_regional_stack_mean
12 stack_mean 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R3 STACK_multi_source_lead1_pr_o_regional_stack_mean
1 stack_mean 2387 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R4 STACK_multi_source_lead1_pr_o_regional_stack_mean
2 stack_mean 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R4 STACK_multi_source_lead1_pr_o_regional_stack_mean
3 stack_mean 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R4 STACK_multi_source_lead1_pr_o_regional_stack_mean
4 stack_mean 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R4 STACK_multi_source_lead1_pr_o_regional_stack_mean
5 stack_mean 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R4 STACK_multi_source_lead1_pr_o_regional_stack_mean
6 stack_mean 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R4 STACK_multi_source_lead1_pr_o_regional_stack_mean
7 stack_mean 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R4 STACK_multi_source_lead1_pr_o_regional_stack_mean
8 stack_mean 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R4 STACK_multi_source_lead1_pr_o_regional_stack_mean
9 stack_mean 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R4 STACK_multi_source_lead1_pr_o_regional_stack_mean
10 stack_mean 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R4 STACK_multi_source_lead1_pr_o_regional_stack_mean
11 stack_mean 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R4 STACK_multi_source_lead1_pr_o_regional_stack_mean
12 stack_mean 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R4 STACK_multi_source_lead1_pr_o_regional_stack_mean
1 stack_mean 2139 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R5 STACK_multi_source_lead1_pr_o_regional_stack_mean
2 stack_mean 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R5 STACK_multi_source_lead1_pr_o_regional_stack_mean
3 stack_mean 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R5 STACK_multi_source_lead1_pr_o_regional_stack_mean
4 stack_mean 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R5 STACK_multi_source_lead1_pr_o_regional_stack_mean
5 stack_mean 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R5 STACK_multi_source_lead1_pr_o_regional_stack_mean
6 stack_mean 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R5 STACK_multi_source_lead1_pr_o_regional_stack_mean
7 stack_mean 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R5 STACK_multi_source_lead1_pr_o_regional_stack_mean
8 stack_mean 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R5 STACK_multi_source_lead1_pr_o_regional_stack_mean
9 stack_mean 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R5 STACK_multi_source_lead1_pr_o_regional_stack_mean
10 stack_mean 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R5 STACK_multi_source_lead1_pr_o_regional_stack_mean
11 stack_mean 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R5 STACK_multi_source_lead1_pr_o_regional_stack_mean
12 stack_mean 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R5 STACK_multi_source_lead1_pr_o_regional_stack_mean
1 stack_mean 2387 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R6 STACK_multi_source_lead1_pr_o_regional_stack_mean
2 stack_mean 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R6 STACK_multi_source_lead1_pr_o_regional_stack_mean
3 stack_mean 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R6 STACK_multi_source_lead1_pr_o_regional_stack_mean
4 stack_mean 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R6 STACK_multi_source_lead1_pr_o_regional_stack_mean
5 stack_mean 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R6 STACK_multi_source_lead1_pr_o_regional_stack_mean
6 stack_mean 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R6 STACK_multi_source_lead1_pr_o_regional_stack_mean
7 stack_mean 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R6 STACK_multi_source_lead1_pr_o_regional_stack_mean
8 stack_mean 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R6 STACK_multi_source_lead1_pr_o_regional_stack_mean
9 stack_mean 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R6 STACK_multi_source_lead1_pr_o_regional_stack_mean
10 stack_mean 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R6 STACK_multi_source_lead1_pr_o_regional_stack_mean
11 stack_mean 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R6 STACK_multi_source_lead1_pr_o_regional_stack_mean
12 stack_mean 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R6 STACK_multi_source_lead1_pr_o_regional_stack_mean
1 stack_mean 2728 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R7 STACK_multi_source_lead1_pr_o_regional_stack_mean
2 stack_mean 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R7 STACK_multi_source_lead1_pr_o_regional_stack_mean
3 stack_mean 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R7 STACK_multi_source_lead1_pr_o_regional_stack_mean
4 stack_mean 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R7 STACK_multi_source_lead1_pr_o_regional_stack_mean
5 stack_mean 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R7 STACK_multi_source_lead1_pr_o_regional_stack_mean
6 stack_mean 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R7 STACK_multi_source_lead1_pr_o_regional_stack_mean
7 stack_mean 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R7 STACK_multi_source_lead1_pr_o_regional_stack_mean
8 stack_mean 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R7 STACK_multi_source_lead1_pr_o_regional_stack_mean
9 stack_mean 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R7 STACK_multi_source_lead1_pr_o_regional_stack_mean
10 stack_mean 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R7 STACK_multi_source_lead1_pr_o_regional_stack_mean
11 stack_mean 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R7 STACK_multi_source_lead1_pr_o_regional_stack_mean
12 stack_mean 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} R7 STACK_multi_source_lead1_pr_o_regional_stack_mean
1 stack_nnls 1395 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.2001386135816574, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R1 STACK_multi_source_lead1_pr_o_regional_stack_nnls
2 stack_nnls 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.04192161560058594, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.004620241466909647, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.005302866920828819, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0730896145105362, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.3556844890117645}} R1 STACK_multi_source_lead1_pr_o_regional_stack_nnls
3 stack_nnls 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -3.0802392959594727, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.033293869346380234, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.5665521025657654, "clWRF_P4_ann_tanh": 0.0}} R1 STACK_multi_source_lead1_pr_o_regional_stack_nnls
4 stack_nnls 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.6506967544555664, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0521116778254509, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.3672412037849426, "clWRF_P4_ann_tanh": 0.0}} R1 STACK_multi_source_lead1_pr_o_regional_stack_nnls
5 stack_nnls 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.1674286127090454, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.4744555652141571, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R1 STACK_multi_source_lead1_pr_o_regional_stack_nnls
6 stack_nnls 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R1 STACK_multi_source_lead1_pr_o_regional_stack_nnls
7 stack_nnls 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.1634095013141632, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.43439728021621704, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.38183659315109253, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.03946099430322647}} R1 STACK_multi_source_lead1_pr_o_regional_stack_nnls
8 stack_nnls 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.898500919342041, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.15805865824222565, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R1 STACK_multi_source_lead1_pr_o_regional_stack_nnls
9 stack_nnls 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.3563368383984198e-06, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R1 STACK_multi_source_lead1_pr_o_regional_stack_nnls
10 stack_nnls 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.12703296542167664, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.304113507270813, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.035853758454322815, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R1 STACK_multi_source_lead1_pr_o_regional_stack_nnls
11 stack_nnls 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.5362130403518677, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.00024624462821520865, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.28983503580093384, "clWRF_P4_ann_tanh": 0.0}} R1 STACK_multi_source_lead1_pr_o_regional_stack_nnls
12 stack_nnls 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.49595069885253906, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.14683791995048523, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.14363235235214233}} R1 STACK_multi_source_lead1_pr_o_regional_stack_nnls
1 stack_nnls 2821 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.22260881960391998, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R2 STACK_multi_source_lead1_pr_o_regional_stack_nnls
2 stack_nnls 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.35151001811027527, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.005759187508374453, "RegCM_P4_ann_tanh": 0.11400765925645828, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.17287461459636688, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R2 STACK_multi_source_lead1_pr_o_regional_stack_nnls
3 stack_nnls 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.015951301902532578, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.5491678714752197, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.4301776587963104, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R2 STACK_multi_source_lead1_pr_o_regional_stack_nnls
4 stack_nnls 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.7338312864303589, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.21726295351982117, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.017034221440553665, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.26868224143981934, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.09734451025724411, "clWRF_P4_ann_tanh": 0.0}} R2 STACK_multi_source_lead1_pr_o_regional_stack_nnls
5 stack_nnls 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.653976321220398, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.20540834963321686, "RegCM_P2_mlp_small": 0.1816573590040207, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.06918574869632721, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.14194755256175995}} R2 STACK_multi_source_lead1_pr_o_regional_stack_nnls
6 stack_nnls 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.509111029918131e-06, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R2 STACK_multi_source_lead1_pr_o_regional_stack_nnls
7 stack_nnls 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.004793405532837, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.06003052368760109, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.16700094938278198, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.09090018272399902, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.07384353131055832}} R2 STACK_multi_source_lead1_pr_o_regional_stack_nnls
8 stack_nnls 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.9997954964637756, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.1358823925256729, "clWRF_P4_mlp_small": 0.1556980013847351, "clWRF_P4_ann_tanh": 0.09114662557840347}} R2 STACK_multi_source_lead1_pr_o_regional_stack_nnls
9 stack_nnls 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 3.3535800980644126e-07, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R2 STACK_multi_source_lead1_pr_o_regional_stack_nnls
10 stack_nnls 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.0576438903808594, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.17940910160541534, "RegCM_P2_mlp_small": 0.04504482448101044, "RegCM_P2_ann_tanh": 0.33855319023132324, "RegCM_P4_ridge": 0.01847565546631813, "RegCM_P4_xgb_d2": 0.15075019001960754, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.22786079347133636, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R2 STACK_multi_source_lead1_pr_o_regional_stack_nnls
11 stack_nnls 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.8606245517730713, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.28738081455230713, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.061582423746585846, "clWRF_P4_ann_tanh": 0.0}} R2 STACK_multi_source_lead1_pr_o_regional_stack_nnls
12 stack_nnls 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -6.707160196128825e-07, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R2 STACK_multi_source_lead1_pr_o_regional_stack_nnls
1 stack_nnls 1178 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.24120767414569855, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.016090326011180878, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R3 STACK_multi_source_lead1_pr_o_regional_stack_nnls
2 stack_nnls 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.20930907130241394, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.055391207337379456, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.2715848684310913, "clWRF_P4_ann_tanh": 0.07692039012908936}} R3 STACK_multi_source_lead1_pr_o_regional_stack_nnls
3 stack_nnls 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.40078502893447876, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.16501113772392273, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.14042523503303528, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.16558338701725006, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R3 STACK_multi_source_lead1_pr_o_regional_stack_nnls
4 stack_nnls 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 4.164499282836914, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.00863329041749239, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.22220757603645325, "RegCM_P4_mlp_small": 0.11646945774555206, "RegCM_P4_ann_tanh": 0.2958601117134094, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.24204599857330322, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R3 STACK_multi_source_lead1_pr_o_regional_stack_nnls
5 stack_nnls 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.5456202030181885, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.022626463323831558, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.08357551693916321, "RegCM_P2_ann_tanh": 0.46113911271095276, "RegCM_P4_ridge": 0.08616496622562408, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.24257025122642517, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.10303043574094772, "clWRF_P4_mlp_small": 0.1354243904352188, "clWRF_P4_ann_tanh": 0.23232579231262207}} R3 STACK_multi_source_lead1_pr_o_regional_stack_nnls
6 stack_nnls 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.3307838439941406, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.009220678359270096, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.059545811265707016, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.3678373098373413, "clWRF_P4_ann_tanh": 0.0}} R3 STACK_multi_source_lead1_pr_o_regional_stack_nnls
7 stack_nnls 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.17516399919986725, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.2741954028606415, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R3 STACK_multi_source_lead1_pr_o_regional_stack_nnls
8 stack_nnls 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.09601036459207535, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.20925945043563843, "clWRF_P4_ann_tanh": 0.0}} R3 STACK_multi_source_lead1_pr_o_regional_stack_nnls
9 stack_nnls 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.5096693434534245e-07, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R3 STACK_multi_source_lead1_pr_o_regional_stack_nnls
10 stack_nnls 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 3.7304625511169434, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.05756697803735733, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.1409374326467514, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.20540538430213928, "clWRF_P4_xgb_d2": 0.10893760621547699, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.14670725166797638, "clWRF_P4_ann_tanh": 0.15260611474514008}} R3 STACK_multi_source_lead1_pr_o_regional_stack_nnls
11 stack_nnls 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.3035532832145691, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.04250726103782654, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R3 STACK_multi_source_lead1_pr_o_regional_stack_nnls
12 stack_nnls 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.04178013280034065, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.015657568350434303, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.02249809540808201, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.019494399428367615}} R3 STACK_multi_source_lead1_pr_o_regional_stack_nnls
1 stack_nnls 2387 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.4055635929107666, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.02144564315676689, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R4 STACK_multi_source_lead1_pr_o_regional_stack_nnls
2 stack_nnls 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.47707617972992e-07, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R4 STACK_multi_source_lead1_pr_o_regional_stack_nnls
3 stack_nnls 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.31624263525009155, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.16942372918128967, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R4 STACK_multi_source_lead1_pr_o_regional_stack_nnls
4 stack_nnls 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.7108192443847656, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.08805795013904572, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0489644818007946, "clWRF_P4_ann_tanh": 0.24529948830604553}} R4 STACK_multi_source_lead1_pr_o_regional_stack_nnls
5 stack_nnls 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.3314476013183594, "weights": {"RegCM_P2_ridge": 0.007264259271323681, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.04284317418932915, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.04665377736091614, "RegCM_P4_mlp_small": 0.16416524350643158, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.12604661285877228, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R4 STACK_multi_source_lead1_pr_o_regional_stack_nnls
6 stack_nnls 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.2277235984802246, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.19984494149684906, "clWRF_P4_xgb_regularized": 0.14924423396587372, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R4 STACK_multi_source_lead1_pr_o_regional_stack_nnls
7 stack_nnls 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.3775835037231445, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.3572816252708435, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R4 STACK_multi_source_lead1_pr_o_regional_stack_nnls
8 stack_nnls 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.8277710676193237, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.02574204094707966, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.014799093827605247, "clWRF_P4_xgb_d2": 0.2693581283092499, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R4 STACK_multi_source_lead1_pr_o_regional_stack_nnls
9 stack_nnls 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.377993041591253e-06, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R4 STACK_multi_source_lead1_pr_o_regional_stack_nnls
10 stack_nnls 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 3.379722833633423, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.11721406131982803, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0734526589512825, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.08627679198980331, "clWRF_P4_ann_tanh": 0.0}} R4 STACK_multi_source_lead1_pr_o_regional_stack_nnls
11 stack_nnls 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.3741034269332886, "weights": {"RegCM_P2_ridge": 0.8069338202476501, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R4 STACK_multi_source_lead1_pr_o_regional_stack_nnls
12 stack_nnls 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -4.1086344718933105, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.2730315625667572, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R4 STACK_multi_source_lead1_pr_o_regional_stack_nnls
1 stack_nnls 2139 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.3214302062988281, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.06717599928379059, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R5 STACK_multi_source_lead1_pr_o_regional_stack_nnls
2 stack_nnls 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.8218089938163757, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.3921792507171631, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.060244277119636536, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.22089014947414398, "clWRF_P4_ann_tanh": 0.0}} R5 STACK_multi_source_lead1_pr_o_regional_stack_nnls
3 stack_nnls 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.6001031398773193, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.30872270464897156, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R5 STACK_multi_source_lead1_pr_o_regional_stack_nnls
4 stack_nnls 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.25487619638442993, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.10211671143770218, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.3569682836532593, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.26052016019821167, "clWRF_P4_ann_tanh": 0.0}} R5 STACK_multi_source_lead1_pr_o_regional_stack_nnls
5 stack_nnls 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.6500380039215088, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.04867228493094444, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.14955803751945496, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.3703230321407318, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.08747336268424988, "clWRF_P4_xgb_d2": 0.006314307451248169, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R5 STACK_multi_source_lead1_pr_o_regional_stack_nnls
6 stack_nnls 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.4927076108506299e-06, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R5 STACK_multi_source_lead1_pr_o_regional_stack_nnls
7 stack_nnls 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.359389066696167, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.06470968574285507, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.16989246010780334, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.007780872285366058, "clWRF_P4_ann_tanh": 0.11101764440536499}} R5 STACK_multi_source_lead1_pr_o_regional_stack_nnls
8 stack_nnls 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 8.845674983604113e-07, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R5 STACK_multi_source_lead1_pr_o_regional_stack_nnls
9 stack_nnls 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.8638324737548828, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.13316738605499268, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.10106361657381058, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.03225608915090561, "clWRF_P4_xgb_regularized": 0.058602526783943176, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0043469443917274475}} R5 STACK_multi_source_lead1_pr_o_regional_stack_nnls
10 stack_nnls 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.502342462539673, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.2506532371044159, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.31622499227523804, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.4131582975387573, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.21462158858776093, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.3092966675758362}} R5 STACK_multi_source_lead1_pr_o_regional_stack_nnls
11 stack_nnls 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -3.805431365966797, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.45300179719924927, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.44086575508117676, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.08379870653152466, "clWRF_P4_xgb_d2": 0.07892085611820221, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R5 STACK_multi_source_lead1_pr_o_regional_stack_nnls
12 stack_nnls 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -9.197351455688477, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.06342966854572296, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.04786591976881027, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.14821481704711914, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.3581863045692444, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R5 STACK_multi_source_lead1_pr_o_regional_stack_nnls
1 stack_nnls 2387 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.2711853086948395, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R6 STACK_multi_source_lead1_pr_o_regional_stack_nnls
2 stack_nnls 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.2240138202905655, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.19078639149665833, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R6 STACK_multi_source_lead1_pr_o_regional_stack_nnls
3 stack_nnls 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.4203847348690033, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.2771677076816559, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.11399047076702118}} R6 STACK_multi_source_lead1_pr_o_regional_stack_nnls
4 stack_nnls 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.2778198719024658, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.258108913898468, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.4042198061943054}} R6 STACK_multi_source_lead1_pr_o_regional_stack_nnls
5 stack_nnls 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.207646131515503, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.38077789545059204, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.2431805431842804, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.040968745946884155, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R6 STACK_multi_source_lead1_pr_o_regional_stack_nnls
6 stack_nnls 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.6844801902770996, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.08219306915998459, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.37945491075515747, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R6 STACK_multi_source_lead1_pr_o_regional_stack_nnls
7 stack_nnls 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.2034727931022644, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.3106079697608948, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0016993582248687744, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R6 STACK_multi_source_lead1_pr_o_regional_stack_nnls
8 stack_nnls 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.435042142868042, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.1724104881286621, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.12010672688484192, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R6 STACK_multi_source_lead1_pr_o_regional_stack_nnls
9 stack_nnls 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.4929935038089752, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.026249613612890244, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.055218249559402466, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.029904186725616455, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R6 STACK_multi_source_lead1_pr_o_regional_stack_nnls
10 stack_nnls 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.236520290374756, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.183762788772583, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.11711813509464264, "RegCM_P4_ann_tanh": 0.24847412109375, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R6 STACK_multi_source_lead1_pr_o_regional_stack_nnls
11 stack_nnls 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.4884274005889893, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.07110343873500824, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.5113760828971863, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.07082203030586243, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.39935895800590515, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R6 STACK_multi_source_lead1_pr_o_regional_stack_nnls
12 stack_nnls 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.5679188966751099, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.18135575950145721, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.01734316349029541, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.027929939329624176}} R6 STACK_multi_source_lead1_pr_o_regional_stack_nnls
1 stack_nnls 2728 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.36050352454185486, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.06107527017593384, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.007808828726410866, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R7 STACK_multi_source_lead1_pr_o_regional_stack_nnls
2 stack_nnls 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.6478930711746216, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.1118369996547699, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.11536303907632828, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.15351352095603943, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.21319055557250977}} R7 STACK_multi_source_lead1_pr_o_regional_stack_nnls
3 stack_nnls 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.2721714973449707, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.3579050302505493, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.1917555332183838, "RegCM_P4_ann_tanh": 0.06362023949623108, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R7 STACK_multi_source_lead1_pr_o_regional_stack_nnls
4 stack_nnls 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.6334070563316345, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.6020185947418213, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.05673617124557495}} R7 STACK_multi_source_lead1_pr_o_regional_stack_nnls
5 stack_nnls 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.6498327851295471, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.10206590592861176, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.06255269050598145, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.7785459756851196, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R7 STACK_multi_source_lead1_pr_o_regional_stack_nnls
6 stack_nnls 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 5.201860062697961e-07, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R7 STACK_multi_source_lead1_pr_o_regional_stack_nnls
7 stack_nnls 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.1798973083496094, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.18686611950397491, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R7 STACK_multi_source_lead1_pr_o_regional_stack_nnls
8 stack_nnls 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.09592993557453156, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.19557051360607147, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R7 STACK_multi_source_lead1_pr_o_regional_stack_nnls
9 stack_nnls 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.2244783639907837, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.4051658809185028, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.05559780076146126}} R7 STACK_multi_source_lead1_pr_o_regional_stack_nnls
10 stack_nnls 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.9164974689483643, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.4861397445201874, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.06386613845825195, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R7 STACK_multi_source_lead1_pr_o_regional_stack_nnls
11 stack_nnls 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.41416674852371216, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.5739294290542603, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.20263566076755524, "clWRF_P4_ridge": 0.26323452591896057, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R7 STACK_multi_source_lead1_pr_o_regional_stack_nnls
12 stack_nnls 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} R7 STACK_multi_source_lead1_pr_o_regional_stack_nnls
1 stack_ridge 1395 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.2001340687274933, "weights": {"RegCM_P2_ridge": 0.08897910267114639, "RegCM_P2_xgb_d2": -0.7113795876502991, "RegCM_P2_xgb_regularized": -0.7765213251113892, "RegCM_P2_mlp_small": -2.628851890563965, "RegCM_P2_ann_tanh": 3.395613193511963, "RegCM_P4_ridge": 1.8798552751541138, "RegCM_P4_xgb_d2": 9.071831703186035, "RegCM_P4_xgb_regularized": -10.226771354675293, "RegCM_P4_mlp_small": 0.19622096419334412, "RegCM_P4_ann_tanh": 0.7119046449661255, "clWRF_P2_ridge": -21.984130859375, "clWRF_P2_xgb_d2": -5.729124069213867, "clWRF_P2_xgb_regularized": 3.6342108249664307, "clWRF_P2_mlp_small": 7.8152594566345215, "clWRF_P2_ann_tanh": 0.15018132328987122, "clWRF_P4_ridge": -3.6942758560180664, "clWRF_P4_xgb_d2": 8.859021186828613, "clWRF_P4_xgb_regularized": -8.865690231323242, "clWRF_P4_mlp_small": 5.279253005981445, "clWRF_P4_ann_tanh": -2.786668300628662}} R1 STACK_multi_source_lead1_pr_o_regional_stack_ridge
2 stack_ridge 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 3.243586434109602e-06, "weights": {"RegCM_P2_ridge": -2.8985188007354736, "RegCM_P2_xgb_d2": 1.0580565929412842, "RegCM_P2_xgb_regularized": -4.115893840789795, "RegCM_P2_mlp_small": 5.447432518005371, "RegCM_P2_ann_tanh": 3.5935606956481934, "RegCM_P4_ridge": 3.404876947402954, "RegCM_P4_xgb_d2": 29.31524085998535, "RegCM_P4_xgb_regularized": -28.144777297973633, "RegCM_P4_mlp_small": -4.277785778045654, "RegCM_P4_ann_tanh": 4.596622943878174, "clWRF_P2_ridge": -2.6500368118286133, "clWRF_P2_xgb_d2": -6.080300331115723, "clWRF_P2_xgb_regularized": -1.6611272096633911, "clWRF_P2_mlp_small": 2.5031633377075195, "clWRF_P2_ann_tanh": 0.7968136072158813, "clWRF_P4_ridge": -1.5395729541778564, "clWRF_P4_xgb_d2": 34.380245208740234, "clWRF_P4_xgb_regularized": -38.78451919555664, "clWRF_P4_mlp_small": 1.8554075956344604, "clWRF_P4_ann_tanh": 6.476950168609619}} R1 STACK_multi_source_lead1_pr_o_regional_stack_ridge
3 stack_ridge 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -3.4440781746525317e-06, "weights": {"RegCM_P2_ridge": -6.914621829986572, "RegCM_P2_xgb_d2": -5.725249767303467, "RegCM_P2_xgb_regularized": 8.694321632385254, "RegCM_P2_mlp_small": 0.8244630694389343, "RegCM_P2_ann_tanh": -1.5098284482955933, "RegCM_P4_ridge": -6.543960094451904, "RegCM_P4_xgb_d2": -47.728431701660156, "RegCM_P4_xgb_regularized": 54.9476318359375, "RegCM_P4_mlp_small": -6.05452823638916, "RegCM_P4_ann_tanh": 5.032944679260254, "clWRF_P2_ridge": -1.902014970779419, "clWRF_P2_xgb_d2": 8.15556812286377, "clWRF_P2_xgb_regularized": -7.590657711029053, "clWRF_P2_mlp_small": 1.6214264631271362, "clWRF_P2_ann_tanh": -2.3314380645751953, "clWRF_P4_ridge": 2.349935293197632, "clWRF_P4_xgb_d2": -9.256426811218262, "clWRF_P4_xgb_regularized": 1.829109787940979, "clWRF_P4_mlp_small": 29.633668899536133, "clWRF_P4_ann_tanh": -14.896864891052246}} R1 STACK_multi_source_lead1_pr_o_regional_stack_ridge
4 stack_ridge 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 3.482491592876613e-06, "weights": {"RegCM_P2_ridge": 0.9580538272857666, "RegCM_P2_xgb_d2": 2.8232078552246094, "RegCM_P2_xgb_regularized": -2.586313009262085, "RegCM_P2_mlp_small": -2.6179163455963135, "RegCM_P2_ann_tanh": 0.3867361843585968, "RegCM_P4_ridge": -10.9444580078125, "RegCM_P4_xgb_d2": 8.355809211730957, "RegCM_P4_xgb_regularized": 2.6934268474578857, "RegCM_P4_mlp_small": -2.7051191329956055, "RegCM_P4_ann_tanh": -2.834029197692871, "clWRF_P2_ridge": -23.34814453125, "clWRF_P2_xgb_d2": -3.143009901046753, "clWRF_P2_xgb_regularized": -3.6841177940368652, "clWRF_P2_mlp_small": 1.7363539934158325, "clWRF_P2_ann_tanh": 2.772737503051758, "clWRF_P4_ridge": 10.733461380004883, "clWRF_P4_xgb_d2": 2.5712618827819824, "clWRF_P4_xgb_regularized": -4.013747692108154, "clWRF_P4_mlp_small": 9.734321594238281, "clWRF_P4_ann_tanh": 1.1579275131225586}} R1 STACK_multi_source_lead1_pr_o_regional_stack_ridge
5 stack_ridge 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -7.270623427757528e-06, "weights": {"RegCM_P2_ridge": -3.090031147003174, "RegCM_P2_xgb_d2": -15.720969200134277, "RegCM_P2_xgb_regularized": 1.4483546018600464, "RegCM_P2_mlp_small": -1.3069967031478882, "RegCM_P2_ann_tanh": 2.5415775775909424, "RegCM_P4_ridge": 18.119422912597656, "RegCM_P4_xgb_d2": -73.04900360107422, "RegCM_P4_xgb_regularized": 79.05694580078125, "RegCM_P4_mlp_small": 0.6943672299385071, "RegCM_P4_ann_tanh": -1.9168566465377808, "clWRF_P2_ridge": -17.54062843322754, "clWRF_P2_xgb_d2": 13.290040969848633, "clWRF_P2_xgb_regularized": -10.058645248413086, "clWRF_P2_mlp_small": -4.0554656982421875, "clWRF_P2_ann_tanh": -1.0636041164398193, "clWRF_P4_ridge": -24.316307067871094, "clWRF_P4_xgb_d2": -1.4705796241760254, "clWRF_P4_xgb_regularized": -0.2940136194229126, "clWRF_P4_mlp_small": 4.49592399597168, "clWRF_P4_ann_tanh": -4.024773120880127}} R1 STACK_multi_source_lead1_pr_o_regional_stack_ridge
6 stack_ridge 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.379827062919503e-05, "weights": {"RegCM_P2_ridge": -12.446795463562012, "RegCM_P2_xgb_d2": 13.122828483581543, "RegCM_P2_xgb_regularized": -9.734371185302734, "RegCM_P2_mlp_small": -0.11965443938970566, "RegCM_P2_ann_tanh": -4.733126163482666, "RegCM_P4_ridge": -1.0791335105895996, "RegCM_P4_xgb_d2": -23.214616775512695, "RegCM_P4_xgb_regularized": 9.356243133544922, "RegCM_P4_mlp_small": 12.108955383300781, "RegCM_P4_ann_tanh": 0.1992103010416031, "clWRF_P2_ridge": -24.03738784790039, "clWRF_P2_xgb_d2": 0.8499189615249634, "clWRF_P2_xgb_regularized": -10.607817649841309, "clWRF_P2_mlp_small": 4.080118179321289, "clWRF_P2_ann_tanh": -9.584373474121094, "clWRF_P4_ridge": -27.12798500061035, "clWRF_P4_xgb_d2": -33.86493682861328, "clWRF_P4_xgb_regularized": 46.86075973510742, "clWRF_P4_mlp_small": -3.0875508785247803, "clWRF_P4_ann_tanh": 2.9963204860687256}} R1 STACK_multi_source_lead1_pr_o_regional_stack_ridge
7 stack_ridge 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -4.471192369237542e-06, "weights": {"RegCM_P2_ridge": -29.225311279296875, "RegCM_P2_xgb_d2": 4.578711032867432, "RegCM_P2_xgb_regularized": 2.223384380340576, "RegCM_P2_mlp_small": -5.540120601654053, "RegCM_P2_ann_tanh": -23.64446258544922, "RegCM_P4_ridge": -13.659774780273438, "RegCM_P4_xgb_d2": 15.03765869140625, "RegCM_P4_xgb_regularized": -21.23835563659668, "RegCM_P4_mlp_small": -0.04560624063014984, "RegCM_P4_ann_tanh": 13.716343879699707, "clWRF_P2_ridge": -29.17465591430664, "clWRF_P2_xgb_d2": -29.32865333557129, "clWRF_P2_xgb_regularized": 26.823444366455078, "clWRF_P2_mlp_small": 8.720661163330078, "clWRF_P2_ann_tanh": 30.305652618408203, "clWRF_P4_ridge": -0.3376566171646118, "clWRF_P4_xgb_d2": 37.98249053955078, "clWRF_P4_xgb_regularized": -18.588247299194336, "clWRF_P4_mlp_small": -1.352190613746643, "clWRF_P4_ann_tanh": -4.049678325653076}} R1 STACK_multi_source_lead1_pr_o_regional_stack_ridge
8 stack_ridge 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.632644964251085e-06, "weights": {"RegCM_P2_ridge": -50.63325881958008, "RegCM_P2_xgb_d2": 1.0078356266021729, "RegCM_P2_xgb_regularized": -2.0892493724823, "RegCM_P2_mlp_small": -5.390277862548828, "RegCM_P2_ann_tanh": 19.87889862060547, "RegCM_P4_ridge": 10.641083717346191, "RegCM_P4_xgb_d2": -33.648651123046875, "RegCM_P4_xgb_regularized": 50.2541618347168, "RegCM_P4_mlp_small": 5.564174652099609, "RegCM_P4_ann_tanh": -1.4578264951705933, "clWRF_P2_ridge": -3.954921245574951, "clWRF_P2_xgb_d2": -51.51739501953125, "clWRF_P2_xgb_regularized": 61.69110870361328, "clWRF_P2_mlp_small": -31.140867233276367, "clWRF_P2_ann_tanh": 5.515085697174072, "clWRF_P4_ridge": -38.988582611083984, "clWRF_P4_xgb_d2": 36.472774505615234, "clWRF_P4_xgb_regularized": -29.42192268371582, "clWRF_P4_mlp_small": 15.34680461883545, "clWRF_P4_ann_tanh": -9.021175384521484}} R1 STACK_multi_source_lead1_pr_o_regional_stack_ridge
9 stack_ridge 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.630891119930311e-07, "weights": {"RegCM_P2_ridge": -7.32374906539917, "RegCM_P2_xgb_d2": -3.804924488067627, "RegCM_P2_xgb_regularized": 9.697931289672852, "RegCM_P2_mlp_small": 6.192138195037842, "RegCM_P2_ann_tanh": -6.867740154266357, "RegCM_P4_ridge": -11.238268852233887, "RegCM_P4_xgb_d2": -6.860465049743652, "RegCM_P4_xgb_regularized": 2.0733909606933594, "RegCM_P4_mlp_small": -11.781608581542969, "RegCM_P4_ann_tanh": 1.4696424007415771, "clWRF_P2_ridge": -11.707066535949707, "clWRF_P2_xgb_d2": -17.679182052612305, "clWRF_P2_xgb_regularized": 12.811406135559082, "clWRF_P2_mlp_small": -4.016012191772461, "clWRF_P2_ann_tanh": -3.938685655593872, "clWRF_P4_ridge": 0.35958144068717957, "clWRF_P4_xgb_d2": -15.363091468811035, "clWRF_P4_xgb_regularized": 12.353304862976074, "clWRF_P4_mlp_small": 9.405436515808105, "clWRF_P4_ann_tanh": -1.4521455764770508}} R1 STACK_multi_source_lead1_pr_o_regional_stack_ridge
10 stack_ridge 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 5.614650035568047e-06, "weights": {"RegCM_P2_ridge": -21.724340438842773, "RegCM_P2_xgb_d2": -6.348147392272949, "RegCM_P2_xgb_regularized": 2.8003945350646973, "RegCM_P2_mlp_small": -2.652857780456543, "RegCM_P2_ann_tanh": 3.3359739780426025, "RegCM_P4_ridge": 2.610438585281372, "RegCM_P4_xgb_d2": 3.1053171157836914, "RegCM_P4_xgb_regularized": -12.546788215637207, "RegCM_P4_mlp_small": 18.717750549316406, "RegCM_P4_ann_tanh": -2.4204540252685547, "clWRF_P2_ridge": 12.02721118927002, "clWRF_P2_xgb_d2": 5.517971038818359, "clWRF_P2_xgb_regularized": -7.097397804260254, "clWRF_P2_mlp_small": -11.451488494873047, "clWRF_P2_ann_tanh": -0.007912138476967812, "clWRF_P4_ridge": 5.881392955780029, "clWRF_P4_xgb_d2": -12.615586280822754, "clWRF_P4_xgb_regularized": 20.50806999206543, "clWRF_P4_mlp_small": -15.208104133605957, "clWRF_P4_ann_tanh": 0.04477338120341301}} R1 STACK_multi_source_lead1_pr_o_regional_stack_ridge
11 stack_ridge 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.6474082258355338e-06, "weights": {"RegCM_P2_ridge": -11.831302642822266, "RegCM_P2_xgb_d2": -3.223597288131714, "RegCM_P2_xgb_regularized": 2.2057807445526123, "RegCM_P2_mlp_small": 1.1408361196517944, "RegCM_P2_ann_tanh": -1.3987098932266235, "RegCM_P4_ridge": -2.832676649093628, "RegCM_P4_xgb_d2": 0.28370481729507446, "RegCM_P4_xgb_regularized": 3.6488280296325684, "RegCM_P4_mlp_small": -4.2613091468811035, "RegCM_P4_ann_tanh": -8.24476432800293, "clWRF_P2_ridge": -3.4775891304016113, "clWRF_P2_xgb_d2": -3.1716957092285156, "clWRF_P2_xgb_regularized": 2.6549980640411377, "clWRF_P2_mlp_small": 0.3856786787509918, "clWRF_P2_ann_tanh": -9.60507583618164, "clWRF_P4_ridge": 9.392167091369629, "clWRF_P4_xgb_d2": -33.02567672729492, "clWRF_P4_xgb_regularized": 25.89986228942871, "clWRF_P4_mlp_small": 9.266670227050781, "clWRF_P4_ann_tanh": -6.001148223876953}} R1 STACK_multi_source_lead1_pr_o_regional_stack_ridge
12 stack_ridge 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -3.53960899701633e-07, "weights": {"RegCM_P2_ridge": -10.305316925048828, "RegCM_P2_xgb_d2": 2.8931901454925537, "RegCM_P2_xgb_regularized": -4.172173976898193, "RegCM_P2_mlp_small": 5.893558025360107, "RegCM_P2_ann_tanh": -6.565564155578613, "RegCM_P4_ridge": -5.280978679656982, "RegCM_P4_xgb_d2": -17.18410873413086, "RegCM_P4_xgb_regularized": 23.109333038330078, "RegCM_P4_mlp_small": -1.6909315586090088, "RegCM_P4_ann_tanh": 1.9713720083236694, "clWRF_P2_ridge": -4.34926176071167, "clWRF_P2_xgb_d2": -5.826005458831787, "clWRF_P2_xgb_regularized": 6.954623222351074, "clWRF_P2_mlp_small": -2.964752435684204, "clWRF_P2_ann_tanh": 3.0973355770111084, "clWRF_P4_ridge": 14.677470207214355, "clWRF_P4_xgb_d2": 16.6041259765625, "clWRF_P4_xgb_regularized": -19.790712356567383, "clWRF_P4_mlp_small": -12.060975074768066, "clWRF_P4_ann_tanh": 1.813736081123352}} R1 STACK_multi_source_lead1_pr_o_regional_stack_ridge
1 stack_ridge 2821 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.22260576486587524, "weights": {"RegCM_P2_ridge": -17.318405151367188, "RegCM_P2_xgb_d2": 7.497358798980713, "RegCM_P2_xgb_regularized": -6.748525619506836, "RegCM_P2_mlp_small": 7.279788970947266, "RegCM_P2_ann_tanh": -3.629512310028076, "RegCM_P4_ridge": 3.138061761856079, "RegCM_P4_xgb_d2": -10.355606079101562, "RegCM_P4_xgb_regularized": 3.9215962886810303, "RegCM_P4_mlp_small": 2.6254143714904785, "RegCM_P4_ann_tanh": -1.7017266750335693, "clWRF_P2_ridge": -3.447211265563965, "clWRF_P2_xgb_d2": 1.849302053451538, "clWRF_P2_xgb_regularized": -4.000713348388672, "clWRF_P2_mlp_small": 4.143993377685547, "clWRF_P2_ann_tanh": -2.885608673095703, "clWRF_P4_ridge": 3.1623408794403076, "clWRF_P4_xgb_d2": 37.959896087646484, "clWRF_P4_xgb_regularized": -40.019775390625, "clWRF_P4_mlp_small": 0.23877224326133728, "clWRF_P4_ann_tanh": -1.285598874092102}} R2 STACK_multi_source_lead1_pr_o_regional_stack_ridge
2 stack_ridge 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.6531627125004889e-06, "weights": {"RegCM_P2_ridge": 1.7374882698059082, "RegCM_P2_xgb_d2": 0.4069587290287018, "RegCM_P2_xgb_regularized": -2.768460750579834, "RegCM_P2_mlp_small": -5.027237892150879, "RegCM_P2_ann_tanh": 1.9806996583938599, "RegCM_P4_ridge": -1.5898725986480713, "RegCM_P4_xgb_d2": -0.17498904466629028, "RegCM_P4_xgb_regularized": -7.469583511352539, "RegCM_P4_mlp_small": 3.8106837272644043, "RegCM_P4_ann_tanh": 2.6416866779327393, "clWRF_P2_ridge": -7.03873872756958, "clWRF_P2_xgb_d2": 2.885305881500244, "clWRF_P2_xgb_regularized": -2.4064064025878906, "clWRF_P2_mlp_small": 2.590121269226074, "clWRF_P2_ann_tanh": -1.3320978879928589, "clWRF_P4_ridge": 5.401089668273926, "clWRF_P4_xgb_d2": 15.643715858459473, "clWRF_P4_xgb_regularized": -12.70268726348877, "clWRF_P4_mlp_small": -0.2667495608329773, "clWRF_P4_ann_tanh": -2.6514573097229004}} R2 STACK_multi_source_lead1_pr_o_regional_stack_ridge
3 stack_ridge 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.2416884601407219e-05, "weights": {"RegCM_P2_ridge": 5.744519233703613, "RegCM_P2_xgb_d2": -10.324762344360352, "RegCM_P2_xgb_regularized": 10.449895858764648, "RegCM_P2_mlp_small": -17.467235565185547, "RegCM_P2_ann_tanh": 20.605072021484375, "RegCM_P4_ridge": -4.383963108062744, "RegCM_P4_xgb_d2": -46.127140045166016, "RegCM_P4_xgb_regularized": 39.38422775268555, "RegCM_P4_mlp_small": 34.349971771240234, "RegCM_P4_ann_tanh": -16.837358474731445, "clWRF_P2_ridge": -8.014280319213867, "clWRF_P2_xgb_d2": 11.422310829162598, "clWRF_P2_xgb_regularized": -10.354135513305664, "clWRF_P2_mlp_small": 8.879141807556152, "clWRF_P2_ann_tanh": -2.0477652549743652, "clWRF_P4_ridge": 1.9006658792495728, "clWRF_P4_xgb_d2": -5.561744689941406, "clWRF_P4_xgb_regularized": 1.3373544216156006, "clWRF_P4_mlp_small": 3.7079017162323, "clWRF_P4_ann_tanh": -4.560971260070801}} R2 STACK_multi_source_lead1_pr_o_regional_stack_ridge
4 stack_ridge 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 4.9949103413382545e-06, "weights": {"RegCM_P2_ridge": -15.656846046447754, "RegCM_P2_xgb_d2": 11.840070724487305, "RegCM_P2_xgb_regularized": -13.131658554077148, "RegCM_P2_mlp_small": 4.225560188293457, "RegCM_P2_ann_tanh": 8.116518020629883, "RegCM_P4_ridge": -5.640776634216309, "RegCM_P4_xgb_d2": -57.841651916503906, "RegCM_P4_xgb_regularized": 69.95278930664062, "RegCM_P4_mlp_small": -2.4855635166168213, "RegCM_P4_ann_tanh": 3.29453444480896, "clWRF_P2_ridge": 3.2742929458618164, "clWRF_P2_xgb_d2": -11.470898628234863, "clWRF_P2_xgb_regularized": 11.998411178588867, "clWRF_P2_mlp_small": -1.1830456256866455, "clWRF_P2_ann_tanh": 7.78779935836792, "clWRF_P4_ridge": -17.753955841064453, "clWRF_P4_xgb_d2": 32.67536163330078, "clWRF_P4_xgb_regularized": -35.02327346801758, "clWRF_P4_mlp_small": 5.215159893035889, "clWRF_P4_ann_tanh": 0.8148595690727234}} R2 STACK_multi_source_lead1_pr_o_regional_stack_ridge
5 stack_ridge 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 5.471781150845345e-06, "weights": {"RegCM_P2_ridge": -4.516266822814941, "RegCM_P2_xgb_d2": -20.89508628845215, "RegCM_P2_xgb_regularized": 23.820676803588867, "RegCM_P2_mlp_small": 11.770195960998535, "RegCM_P2_ann_tanh": -1.9378119707107544, "RegCM_P4_ridge": 1.1016238927841187, "RegCM_P4_xgb_d2": 23.358247756958008, "RegCM_P4_xgb_regularized": -15.483585357666016, "RegCM_P4_mlp_small": -16.480627059936523, "RegCM_P4_ann_tanh": -0.1564149707555771, "clWRF_P2_ridge": -28.689849853515625, "clWRF_P2_xgb_d2": 24.669235229492188, "clWRF_P2_xgb_regularized": -33.91946029663086, "clWRF_P2_mlp_small": 4.557624816894531, "clWRF_P2_ann_tanh": 0.48050370812416077, "clWRF_P4_ridge": -7.3940534591674805, "clWRF_P4_xgb_d2": -35.82773971557617, "clWRF_P4_xgb_regularized": 33.63506317138672, "clWRF_P4_mlp_small": 9.44153118133545, "clWRF_P4_ann_tanh": 4.660290718078613}} R2 STACK_multi_source_lead1_pr_o_regional_stack_ridge
6 stack_ridge 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.431429038551869e-06, "weights": {"RegCM_P2_ridge": 17.062664031982422, "RegCM_P2_xgb_d2": 11.098974227905273, "RegCM_P2_xgb_regularized": -26.2862548828125, "RegCM_P2_mlp_small": -9.812353134155273, "RegCM_P2_ann_tanh": 6.216048717498779, "RegCM_P4_ridge": 4.086892604827881, "RegCM_P4_xgb_d2": 15.637807846069336, "RegCM_P4_xgb_regularized": -19.733694076538086, "RegCM_P4_mlp_small": -3.127577066421509, "RegCM_P4_ann_tanh": -2.102968454360962, "clWRF_P2_ridge": -13.720877647399902, "clWRF_P2_xgb_d2": 20.364885330200195, "clWRF_P2_xgb_regularized": -28.684886932373047, "clWRF_P2_mlp_small": 4.363986968994141, "clWRF_P2_ann_tanh": -7.348110198974609, "clWRF_P4_ridge": -20.005611419677734, "clWRF_P4_xgb_d2": 28.51895523071289, "clWRF_P4_xgb_regularized": -39.791419982910156, "clWRF_P4_mlp_small": 23.60891342163086, "clWRF_P4_ann_tanh": -11.739563941955566}} R2 STACK_multi_source_lead1_pr_o_regional_stack_ridge
7 stack_ridge 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.7458565707784146e-05, "weights": {"RegCM_P2_ridge": -31.288145065307617, "RegCM_P2_xgb_d2": -14.34221076965332, "RegCM_P2_xgb_regularized": 17.616600036621094, "RegCM_P2_mlp_small": -8.738662719726562, "RegCM_P2_ann_tanh": -4.062552452087402, "RegCM_P4_ridge": -20.97354507446289, "RegCM_P4_xgb_d2": 0.11682503670454025, "RegCM_P4_xgb_regularized": 2.9392569065093994, "RegCM_P4_mlp_small": 5.1012067794799805, "RegCM_P4_ann_tanh": 15.610038757324219, "clWRF_P2_ridge": 9.650859832763672, "clWRF_P2_xgb_d2": 14.807778358459473, "clWRF_P2_xgb_regularized": -34.726715087890625, "clWRF_P2_mlp_small": -17.09549331665039, "clWRF_P2_ann_tanh": 1.25844407081604, "clWRF_P4_ridge": 19.701459884643555, "clWRF_P4_xgb_d2": -37.75402069091797, "clWRF_P4_xgb_regularized": 52.67455291748047, "clWRF_P4_mlp_small": -6.239050388336182, "clWRF_P4_ann_tanh": 0.5399695634841919}} R2 STACK_multi_source_lead1_pr_o_regional_stack_ridge
8 stack_ridge 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.750541923684068e-05, "weights": {"RegCM_P2_ridge": -34.99909973144531, "RegCM_P2_xgb_d2": -0.8371853232383728, "RegCM_P2_xgb_regularized": -5.856359958648682, "RegCM_P2_mlp_small": -14.09580135345459, "RegCM_P2_ann_tanh": 5.655032157897949, "RegCM_P4_ridge": -0.5683717727661133, "RegCM_P4_xgb_d2": -73.90740203857422, "RegCM_P4_xgb_regularized": 78.31969451904297, "RegCM_P4_mlp_small": 15.45228385925293, "RegCM_P4_ann_tanh": -1.4378582239151, "clWRF_P2_ridge": -26.441390991210938, "clWRF_P2_xgb_d2": 9.155014991760254, "clWRF_P2_xgb_regularized": -17.523012161254883, "clWRF_P2_mlp_small": 13.07231330871582, "clWRF_P2_ann_tanh": -14.962695121765137, "clWRF_P4_ridge": -9.847105979919434, "clWRF_P4_xgb_d2": 5.1281280517578125, "clWRF_P4_xgb_regularized": -7.672624588012695, "clWRF_P4_mlp_small": -3.8200466632843018, "clWRF_P4_ann_tanh": 29.24879264831543}} R2 STACK_multi_source_lead1_pr_o_regional_stack_ridge
9 stack_ridge 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 4.874826117884368e-06, "weights": {"RegCM_P2_ridge": -27.381855010986328, "RegCM_P2_xgb_d2": -26.4261474609375, "RegCM_P2_xgb_regularized": 30.55381965637207, "RegCM_P2_mlp_small": 1.724837303161621, "RegCM_P2_ann_tanh": 7.578663349151611, "RegCM_P4_ridge": -42.062232971191406, "RegCM_P4_xgb_d2": 25.535335540771484, "RegCM_P4_xgb_regularized": -27.10578727722168, "RegCM_P4_mlp_small": -10.366257667541504, "RegCM_P4_ann_tanh": 2.9374003410339355, "clWRF_P2_ridge": 2.691675901412964, "clWRF_P2_xgb_d2": -6.1740498542785645, "clWRF_P2_xgb_regularized": 4.862116813659668, "clWRF_P2_mlp_small": 4.861900806427002, "clWRF_P2_ann_tanh": 6.633071422576904, "clWRF_P4_ridge": 11.537513732910156, "clWRF_P4_xgb_d2": 22.50977897644043, "clWRF_P4_xgb_regularized": -17.921716690063477, "clWRF_P4_mlp_small": 4.127359867095947, "clWRF_P4_ann_tanh": -7.682233810424805}} R2 STACK_multi_source_lead1_pr_o_regional_stack_ridge
10 stack_ridge 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -6.948115242266795e-06, "weights": {"RegCM_P2_ridge": -15.164457321166992, "RegCM_P2_xgb_d2": -22.622325897216797, "RegCM_P2_xgb_regularized": 15.85826587677002, "RegCM_P2_mlp_small": 14.562994003295898, "RegCM_P2_ann_tanh": 23.300554275512695, "RegCM_P4_ridge": 5.302494049072266, "RegCM_P4_xgb_d2": 28.723905563354492, "RegCM_P4_xgb_regularized": -14.204771995544434, "RegCM_P4_mlp_small": 11.530057907104492, "RegCM_P4_ann_tanh": -2.680122137069702, "clWRF_P2_ridge": -17.087099075317383, "clWRF_P2_xgb_d2": 14.965826034545898, "clWRF_P2_xgb_regularized": -25.872825622558594, "clWRF_P2_mlp_small": 6.515011310577393, "clWRF_P2_ann_tanh": 1.385710597038269, "clWRF_P4_ridge": -4.205471992492676, "clWRF_P4_xgb_d2": -45.174713134765625, "clWRF_P4_xgb_regularized": 39.58667755126953, "clWRF_P4_mlp_small": -3.0987608432769775, "clWRF_P4_ann_tanh": -1.6629348993301392}} R2 STACK_multi_source_lead1_pr_o_regional_stack_ridge
11 stack_ridge 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 7.810734246049833e-07, "weights": {"RegCM_P2_ridge": -15.628121376037598, "RegCM_P2_xgb_d2": -9.421745300292969, "RegCM_P2_xgb_regularized": 8.417905807495117, "RegCM_P2_mlp_small": -3.709451675415039, "RegCM_P2_ann_tanh": -2.9503066539764404, "RegCM_P4_ridge": 15.101726531982422, "RegCM_P4_xgb_d2": 0.3957119584083557, "RegCM_P4_xgb_regularized": -14.421793937683105, "RegCM_P4_mlp_small": 7.040680885314941, "RegCM_P4_ann_tanh": -2.2865958213806152, "clWRF_P2_ridge": 4.501269340515137, "clWRF_P2_xgb_d2": 1.7022154331207275, "clWRF_P2_xgb_regularized": -1.9892252683639526, "clWRF_P2_mlp_small": -1.8712631464004517, "clWRF_P2_ann_tanh": -10.378966331481934, "clWRF_P4_ridge": -11.701663970947266, "clWRF_P4_xgb_d2": 7.861079692840576, "clWRF_P4_xgb_regularized": 1.3525561094284058, "clWRF_P4_mlp_small": 8.120911598205566, "clWRF_P4_ann_tanh": 1.1971601247787476}} R2 STACK_multi_source_lead1_pr_o_regional_stack_ridge
12 stack_ridge 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.545193865444162e-06, "weights": {"RegCM_P2_ridge": 0.6206277012825012, "RegCM_P2_xgb_d2": -2.8957619667053223, "RegCM_P2_xgb_regularized": -3.2906992435455322, "RegCM_P2_mlp_small": 4.569377422332764, "RegCM_P2_ann_tanh": -0.8323035836219788, "RegCM_P4_ridge": -6.687824726104736, "RegCM_P4_xgb_d2": 9.959535598754883, "RegCM_P4_xgb_regularized": -12.934330940246582, "RegCM_P4_mlp_small": 5.42882776260376, "RegCM_P4_ann_tanh": -0.5778948664665222, "clWRF_P2_ridge": -9.96738052368164, "clWRF_P2_xgb_d2": -4.056939125061035, "clWRF_P2_xgb_regularized": 2.1405422687530518, "clWRF_P2_mlp_small": -2.8488576412200928, "clWRF_P2_ann_tanh": 1.7291028499603271, "clWRF_P4_ridge": 7.250239849090576, "clWRF_P4_xgb_d2": 10.691156387329102, "clWRF_P4_xgb_regularized": -13.750791549682617, "clWRF_P4_mlp_small": -4.85689640045166, "clWRF_P4_ann_tanh": 4.732142448425293}} R2 STACK_multi_source_lead1_pr_o_regional_stack_ridge
1 stack_ridge 1178 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.2800242006778717, "weights": {"RegCM_P2_ridge": 6.463964462280273, "RegCM_P2_xgb_d2": 5.334261417388916, "RegCM_P2_xgb_regularized": -8.709355354309082, "RegCM_P2_mlp_small": -7.360274314880371, "RegCM_P2_ann_tanh": -8.240299224853516, "RegCM_P4_ridge": 4.257993221282959, "RegCM_P4_xgb_d2": -18.85161781311035, "RegCM_P4_xgb_regularized": 14.193543434143066, "RegCM_P4_mlp_small": 1.3264740705490112, "RegCM_P4_ann_tanh": -3.964517116546631, "clWRF_P2_ridge": 13.627775192260742, "clWRF_P2_xgb_d2": 4.092263221740723, "clWRF_P2_xgb_regularized": -7.224433898925781, "clWRF_P2_mlp_small": -8.764575958251953, "clWRF_P2_ann_tanh": -0.5414863228797913, "clWRF_P4_ridge": -4.450418472290039, "clWRF_P4_xgb_d2": 12.824801445007324, "clWRF_P4_xgb_regularized": -6.989205360412598, "clWRF_P4_mlp_small": -1.6626638174057007, "clWRF_P4_ann_tanh": 3.704495429992676}} R3 STACK_multi_source_lead1_pr_o_regional_stack_ridge
2 stack_ridge 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.506412445451133e-06, "weights": {"RegCM_P2_ridge": 3.9343719482421875, "RegCM_P2_xgb_d2": -1.5641911029815674, "RegCM_P2_xgb_regularized": -0.8580388426780701, "RegCM_P2_mlp_small": 3.555058717727661, "RegCM_P2_ann_tanh": 0.2068633735179901, "RegCM_P4_ridge": -6.875280857086182, "RegCM_P4_xgb_d2": 16.163028717041016, "RegCM_P4_xgb_regularized": -19.01704978942871, "RegCM_P4_mlp_small": -2.853341579437256, "RegCM_P4_ann_tanh": 1.3986053466796875, "clWRF_P2_ridge": 6.2581400871276855, "clWRF_P2_xgb_d2": -0.864554762840271, "clWRF_P2_xgb_regularized": -2.3848628997802734, "clWRF_P2_mlp_small": -5.656094074249268, "clWRF_P2_ann_tanh": 1.493831753730774, "clWRF_P4_ridge": -0.6357059478759766, "clWRF_P4_xgb_d2": 8.848344802856445, "clWRF_P4_xgb_regularized": -11.073932647705078, "clWRF_P4_mlp_small": 4.397032737731934, "clWRF_P4_ann_tanh": 5.079746723175049}} R3 STACK_multi_source_lead1_pr_o_regional_stack_ridge
3 stack_ridge 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.4340427696879487e-05, "weights": {"RegCM_P2_ridge": -2.5651891231536865, "RegCM_P2_xgb_d2": -9.887889862060547, "RegCM_P2_xgb_regularized": 12.80083179473877, "RegCM_P2_mlp_small": -10.483110427856445, "RegCM_P2_ann_tanh": 15.162447929382324, "RegCM_P4_ridge": 0.5539793372154236, "RegCM_P4_xgb_d2": -0.7622660398483276, "RegCM_P4_xgb_regularized": -13.952767372131348, "RegCM_P4_mlp_small": 22.035383224487305, "RegCM_P4_ann_tanh": -6.99487829208374, "clWRF_P2_ridge": 16.159481048583984, "clWRF_P2_xgb_d2": 2.2201693058013916, "clWRF_P2_xgb_regularized": -2.614642858505249, "clWRF_P2_mlp_small": -11.111381530761719, "clWRF_P2_ann_tanh": -10.72216510772705, "clWRF_P4_ridge": -1.188593864440918, "clWRF_P4_xgb_d2": 50.24102020263672, "clWRF_P4_xgb_regularized": -51.873172760009766, "clWRF_P4_mlp_small": 0.7445406317710876, "clWRF_P4_ann_tanh": 3.984916925430298}} R3 STACK_multi_source_lead1_pr_o_regional_stack_ridge
4 stack_ridge 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -3.531786887833732e-06, "weights": {"RegCM_P2_ridge": -7.751380443572998, "RegCM_P2_xgb_d2": 13.457114219665527, "RegCM_P2_xgb_regularized": -16.626136779785156, "RegCM_P2_mlp_small": 6.251716613769531, "RegCM_P2_ann_tanh": 3.9017887115478516, "RegCM_P4_ridge": -9.605914115905762, "RegCM_P4_xgb_d2": -43.08876037597656, "RegCM_P4_xgb_regularized": 45.91094970703125, "RegCM_P4_mlp_small": 9.07512092590332, "RegCM_P4_ann_tanh": 10.574423789978027, "clWRF_P2_ridge": 0.756187379360199, "clWRF_P2_xgb_d2": -5.263927459716797, "clWRF_P2_xgb_regularized": 4.529368877410889, "clWRF_P2_mlp_small": 10.993053436279297, "clWRF_P2_ann_tanh": -7.12045431137085, "clWRF_P4_ridge": -6.92571496963501, "clWRF_P4_xgb_d2": 10.747506141662598, "clWRF_P4_xgb_regularized": -10.208785057067871, "clWRF_P4_mlp_small": -7.0802507400512695, "clWRF_P4_ann_tanh": 2.8125064373016357}} R3 STACK_multi_source_lead1_pr_o_regional_stack_ridge
5 stack_ridge 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.003167992370436e-06, "weights": {"RegCM_P2_ridge": -28.908931732177734, "RegCM_P2_xgb_d2": 22.980213165283203, "RegCM_P2_xgb_regularized": -16.06891441345215, "RegCM_P2_mlp_small": -3.141606330871582, "RegCM_P2_ann_tanh": 13.910061836242676, "RegCM_P4_ridge": 14.02748966217041, "RegCM_P4_xgb_d2": 33.36106872558594, "RegCM_P4_xgb_regularized": -45.56084060668945, "RegCM_P4_mlp_small": 11.272296905517578, "RegCM_P4_ann_tanh": -5.525245189666748, "clWRF_P2_ridge": 46.384490966796875, "clWRF_P2_xgb_d2": -15.958683013916016, "clWRF_P2_xgb_regularized": 13.096864700317383, "clWRF_P2_mlp_small": -38.301456451416016, "clWRF_P2_ann_tanh": -4.753360271453857, "clWRF_P4_ridge": -17.510108947753906, "clWRF_P4_xgb_d2": -1.295857548713684, "clWRF_P4_xgb_regularized": 15.957072257995605, "clWRF_P4_mlp_small": 9.239044189453125, "clWRF_P4_ann_tanh": 8.180693626403809}} R3 STACK_multi_source_lead1_pr_o_regional_stack_ridge
6 stack_ridge 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 3.8131502151372842e-06, "weights": {"RegCM_P2_ridge": 4.809871673583984, "RegCM_P2_xgb_d2": 25.594205856323242, "RegCM_P2_xgb_regularized": -23.548717498779297, "RegCM_P2_mlp_small": -26.574153900146484, "RegCM_P2_ann_tanh": 4.225345134735107, "RegCM_P4_ridge": -3.3096721172332764, "RegCM_P4_xgb_d2": 71.32215881347656, "RegCM_P4_xgb_regularized": -84.7158432006836, "RegCM_P4_mlp_small": 17.727624893188477, "RegCM_P4_ann_tanh": -11.936115264892578, "clWRF_P2_ridge": -5.650521278381348, "clWRF_P2_xgb_d2": 5.237473487854004, "clWRF_P2_xgb_regularized": -1.4300318956375122, "clWRF_P2_mlp_small": -10.281734466552734, "clWRF_P2_ann_tanh": -1.5602012872695923, "clWRF_P4_ridge": -2.0449891090393066, "clWRF_P4_xgb_d2": 7.127816200256348, "clWRF_P4_xgb_regularized": -1.2055494785308838, "clWRF_P4_mlp_small": 18.92070960998535, "clWRF_P4_ann_tanh": -16.557052612304688}} R3 STACK_multi_source_lead1_pr_o_regional_stack_ridge
7 stack_ridge 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.7515879992279224e-06, "weights": {"RegCM_P2_ridge": -30.219221115112305, "RegCM_P2_xgb_d2": -53.78761672973633, "RegCM_P2_xgb_regularized": 54.46757125854492, "RegCM_P2_mlp_small": -4.422670841217041, "RegCM_P2_ann_tanh": -1.050062656402588, "RegCM_P4_ridge": 7.398288726806641, "RegCM_P4_xgb_d2": 8.537577629089355, "RegCM_P4_xgb_regularized": -18.058773040771484, "RegCM_P4_mlp_small": -13.500855445861816, "RegCM_P4_ann_tanh": 6.611602783203125, "clWRF_P2_ridge": 8.436820030212402, "clWRF_P2_xgb_d2": 6.031548976898193, "clWRF_P2_xgb_regularized": -14.608839988708496, "clWRF_P2_mlp_small": 22.04047203063965, "clWRF_P2_ann_tanh": -28.52288818359375, "clWRF_P4_ridge": 21.650272369384766, "clWRF_P4_xgb_d2": -22.589385986328125, "clWRF_P4_xgb_regularized": 36.67622756958008, "clWRF_P4_mlp_small": -19.226417541503906, "clWRF_P4_ann_tanh": 2.737849473953247}} R3 STACK_multi_source_lead1_pr_o_regional_stack_ridge
8 stack_ridge 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.3109392966725864e-05, "weights": {"RegCM_P2_ridge": -83.446533203125, "RegCM_P2_xgb_d2": -1.775093674659729, "RegCM_P2_xgb_regularized": 8.050837516784668, "RegCM_P2_mlp_small": 32.339420318603516, "RegCM_P2_ann_tanh": 0.10541797429323196, "RegCM_P4_ridge": 5.988029956817627, "RegCM_P4_xgb_d2": 53.701271057128906, "RegCM_P4_xgb_regularized": -55.614707946777344, "RegCM_P4_mlp_small": -4.103394031524658, "RegCM_P4_ann_tanh": 0.1404249221086502, "clWRF_P2_ridge": 27.74478530883789, "clWRF_P2_xgb_d2": 13.39310073852539, "clWRF_P2_xgb_regularized": -6.28729772567749, "clWRF_P2_mlp_small": -29.02933120727539, "clWRF_P2_ann_tanh": 9.308831214904785, "clWRF_P4_ridge": -50.853546142578125, "clWRF_P4_xgb_d2": 3.577558994293213, "clWRF_P4_xgb_regularized": -8.431567192077637, "clWRF_P4_mlp_small": 18.996471405029297, "clWRF_P4_ann_tanh": 28.626890182495117}} R3 STACK_multi_source_lead1_pr_o_regional_stack_ridge
9 stack_ridge 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 7.192651992227184e-06, "weights": {"RegCM_P2_ridge": -1.5096666812896729, "RegCM_P2_xgb_d2": -26.335180282592773, "RegCM_P2_xgb_regularized": 26.44678497314453, "RegCM_P2_mlp_small": -13.083599090576172, "RegCM_P2_ann_tanh": -12.515780448913574, "RegCM_P4_ridge": 19.782346725463867, "RegCM_P4_xgb_d2": -64.2151107788086, "RegCM_P4_xgb_regularized": 43.47667694091797, "RegCM_P4_mlp_small": -34.59349822998047, "RegCM_P4_ann_tanh": -3.9003987312316895, "clWRF_P2_ridge": -11.974137306213379, "clWRF_P2_xgb_d2": 11.92280387878418, "clWRF_P2_xgb_regularized": -11.658663749694824, "clWRF_P2_mlp_small": -6.503043174743652, "clWRF_P2_ann_tanh": 3.655508518218994, "clWRF_P4_ridge": 14.141761779785156, "clWRF_P4_xgb_d2": -7.312959671020508, "clWRF_P4_xgb_regularized": 22.00514030456543, "clWRF_P4_mlp_small": -22.65853500366211, "clWRF_P4_ann_tanh": -14.343159675598145}} R3 STACK_multi_source_lead1_pr_o_regional_stack_ridge
10 stack_ridge 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.314866040047491e-05, "weights": {"RegCM_P2_ridge": -23.42850112915039, "RegCM_P2_xgb_d2": 12.71580982208252, "RegCM_P2_xgb_regularized": -13.34760570526123, "RegCM_P2_mlp_small": 15.463451385498047, "RegCM_P2_ann_tanh": -3.254415273666382, "RegCM_P4_ridge": -31.60835075378418, "RegCM_P4_xgb_d2": -57.192283630371094, "RegCM_P4_xgb_regularized": 36.69602966308594, "RegCM_P4_mlp_small": 22.58735466003418, "RegCM_P4_ann_tanh": 5.053141117095947, "clWRF_P2_ridge": -71.24231719970703, "clWRF_P2_xgb_d2": -3.488050937652588, "clWRF_P2_xgb_regularized": 13.23794174194336, "clWRF_P2_mlp_small": 12.686041831970215, "clWRF_P2_ann_tanh": 3.8323473930358887, "clWRF_P4_ridge": 10.977081298828125, "clWRF_P4_xgb_d2": 47.594085693359375, "clWRF_P4_xgb_regularized": -35.344478607177734, "clWRF_P4_mlp_small": -15.148049354553223, "clWRF_P4_ann_tanh": 12.052507400512695}} R3 STACK_multi_source_lead1_pr_o_regional_stack_ridge
11 stack_ridge 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.5883703099461854e-06, "weights": {"RegCM_P2_ridge": -12.65991497039795, "RegCM_P2_xgb_d2": -0.447345107793808, "RegCM_P2_xgb_regularized": -2.1235241889953613, "RegCM_P2_mlp_small": -14.946691513061523, "RegCM_P2_ann_tanh": 2.7467665672302246, "RegCM_P4_ridge": -9.8853178024292, "RegCM_P4_xgb_d2": -17.4566650390625, "RegCM_P4_xgb_regularized": 8.300210952758789, "RegCM_P4_mlp_small": -20.04837417602539, "RegCM_P4_ann_tanh": -3.2304375171661377, "clWRF_P2_ridge": -21.4869441986084, "clWRF_P2_xgb_d2": 7.049156188964844, "clWRF_P2_xgb_regularized": -15.003888130187988, "clWRF_P2_mlp_small": -4.268453598022461, "clWRF_P2_ann_tanh": -1.6524291038513184, "clWRF_P4_ridge": 25.20850944519043, "clWRF_P4_xgb_d2": 45.478389739990234, "clWRF_P4_xgb_regularized": -44.33560562133789, "clWRF_P4_mlp_small": 10.548730850219727, "clWRF_P4_ann_tanh": 7.525189399719238}} R3 STACK_multi_source_lead1_pr_o_regional_stack_ridge
12 stack_ridge 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.2874743876855064e-07, "weights": {"RegCM_P2_ridge": -1.1066232919692993, "RegCM_P2_xgb_d2": -0.7107247710227966, "RegCM_P2_xgb_regularized": 0.8834747076034546, "RegCM_P2_mlp_small": -3.5354697704315186, "RegCM_P2_ann_tanh": -1.5500544309616089, "RegCM_P4_ridge": -5.839339733123779, "RegCM_P4_xgb_d2": 3.0798680782318115, "RegCM_P4_xgb_regularized": -1.2144465446472168, "RegCM_P4_mlp_small": 4.477962017059326, "RegCM_P4_ann_tanh": -4.7667694091796875, "clWRF_P2_ridge": -12.654857635498047, "clWRF_P2_xgb_d2": -6.959107875823975, "clWRF_P2_xgb_regularized": 8.549788475036621, "clWRF_P2_mlp_small": 5.975523948669434, "clWRF_P2_ann_tanh": -1.9250887632369995, "clWRF_P4_ridge": 4.78758430480957, "clWRF_P4_xgb_d2": -1.255789875984192, "clWRF_P4_xgb_regularized": -1.4381844997406006, "clWRF_P4_mlp_small": -1.544856309890747, "clWRF_P4_ann_tanh": 6.0165581703186035}} R3 STACK_multi_source_lead1_pr_o_regional_stack_ridge
1 stack_ridge 2387 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.3469066321849823, "weights": {"RegCM_P2_ridge": 1.6274116039276123, "RegCM_P2_xgb_d2": 6.163258075714111, "RegCM_P2_xgb_regularized": -7.334364891052246, "RegCM_P2_mlp_small": -3.3957860469818115, "RegCM_P2_ann_tanh": 0.9785648584365845, "RegCM_P4_ridge": -4.864511966705322, "RegCM_P4_xgb_d2": 16.8505802154541, "RegCM_P4_xgb_regularized": -24.85959815979004, "RegCM_P4_mlp_small": 6.522242546081543, "RegCM_P4_ann_tanh": 0.6287550330162048, "clWRF_P2_ridge": -6.588497638702393, "clWRF_P2_xgb_d2": 3.4603161811828613, "clWRF_P2_xgb_regularized": -2.8475253582000732, "clWRF_P2_mlp_small": 1.4903751611709595, "clWRF_P2_ann_tanh": -9.138723373413086, "clWRF_P4_ridge": 0.31612950563430786, "clWRF_P4_xgb_d2": -28.60441780090332, "clWRF_P4_xgb_regularized": 34.3123779296875, "clWRF_P4_mlp_small": -4.8200483322143555, "clWRF_P4_ann_tanh": 1.2442370653152466}} R4 STACK_multi_source_lead1_pr_o_regional_stack_ridge
2 stack_ridge 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -5.499236976902466e-07, "weights": {"RegCM_P2_ridge": -6.646491050720215, "RegCM_P2_xgb_d2": 5.060007095336914, "RegCM_P2_xgb_regularized": -4.310544013977051, "RegCM_P2_mlp_small": 0.2890881597995758, "RegCM_P2_ann_tanh": -1.7623019218444824, "RegCM_P4_ridge": 6.973685264587402, "RegCM_P4_xgb_d2": 12.832207679748535, "RegCM_P4_xgb_regularized": -15.867246627807617, "RegCM_P4_mlp_small": -0.4608149528503418, "RegCM_P4_ann_tanh": 0.8473318219184875, "clWRF_P2_ridge": 1.0377531051635742, "clWRF_P2_xgb_d2": 0.6099134087562561, "clWRF_P2_xgb_regularized": -0.542413055896759, "clWRF_P2_mlp_small": -0.11698649078607559, "clWRF_P2_ann_tanh": -3.4724974632263184, "clWRF_P4_ridge": -6.994009971618652, "clWRF_P4_xgb_d2": -3.3621106147766113, "clWRF_P4_xgb_regularized": 2.2175915241241455, "clWRF_P4_mlp_small": -0.38041913509368896, "clWRF_P4_ann_tanh": -1.5524301528930664}} R4 STACK_multi_source_lead1_pr_o_regional_stack_ridge
3 stack_ridge 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.3218791394820073e-08, "weights": {"RegCM_P2_ridge": -14.31290340423584, "RegCM_P2_xgb_d2": 3.9944303035736084, "RegCM_P2_xgb_regularized": -6.992741584777832, "RegCM_P2_mlp_small": 5.425234317779541, "RegCM_P2_ann_tanh": 1.7253497838974, "RegCM_P4_ridge": 4.171841621398926, "RegCM_P4_xgb_d2": -8.534269332885742, "RegCM_P4_xgb_regularized": 1.4713693857192993, "RegCM_P4_mlp_small": 6.7323527336120605, "RegCM_P4_ann_tanh": -5.08102560043335, "clWRF_P2_ridge": 4.039846420288086, "clWRF_P2_xgb_d2": 0.7269965410232544, "clWRF_P2_xgb_regularized": -2.512662649154663, "clWRF_P2_mlp_small": -2.364532470703125, "clWRF_P2_ann_tanh": -2.7445831298828125, "clWRF_P4_ridge": -5.161508560180664, "clWRF_P4_xgb_d2": -8.087851524353027, "clWRF_P4_xgb_regularized": 7.469157695770264, "clWRF_P4_mlp_small": 6.867679595947266, "clWRF_P4_ann_tanh": -3.922437906265259}} R4 STACK_multi_source_lead1_pr_o_regional_stack_ridge
4 stack_ridge 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.1132376130262855e-05, "weights": {"RegCM_P2_ridge": -11.531271934509277, "RegCM_P2_xgb_d2": 4.154855728149414, "RegCM_P2_xgb_regularized": -14.831019401550293, "RegCM_P2_mlp_small": 11.091577529907227, "RegCM_P2_ann_tanh": 8.940916061401367, "RegCM_P4_ridge": -7.157658576965332, "RegCM_P4_xgb_d2": -45.544559478759766, "RegCM_P4_xgb_regularized": 47.30984115600586, "RegCM_P4_mlp_small": -1.1708221435546875, "RegCM_P4_ann_tanh": -18.708942413330078, "clWRF_P2_ridge": -13.204111099243164, "clWRF_P2_xgb_d2": 9.062494277954102, "clWRF_P2_xgb_regularized": -6.8817620277404785, "clWRF_P2_mlp_small": -1.5913830995559692, "clWRF_P2_ann_tanh": 0.6245172619819641, "clWRF_P4_ridge": 10.45185661315918, "clWRF_P4_xgb_d2": 4.512413501739502, "clWRF_P4_xgb_regularized": -14.968758583068848, "clWRF_P4_mlp_small": 6.287806034088135, "clWRF_P4_ann_tanh": 15.237868309020996}} R4 STACK_multi_source_lead1_pr_o_regional_stack_ridge
5 stack_ridge 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.1026962965843268e-05, "weights": {"RegCM_P2_ridge": 12.970223426818848, "RegCM_P2_xgb_d2": 72.3467025756836, "RegCM_P2_xgb_regularized": -95.12679290771484, "RegCM_P2_mlp_small": 3.656599760055542, "RegCM_P2_ann_tanh": 6.422784328460693, "RegCM_P4_ridge": -25.06134796142578, "RegCM_P4_xgb_d2": 18.72751808166504, "RegCM_P4_xgb_regularized": -8.7855224609375, "RegCM_P4_mlp_small": 44.959781646728516, "RegCM_P4_ann_tanh": -8.885523796081543, "clWRF_P2_ridge": 34.477447509765625, "clWRF_P2_xgb_d2": 13.906404495239258, "clWRF_P2_xgb_regularized": -21.4575252532959, "clWRF_P2_mlp_small": -41.81740188598633, "clWRF_P2_ann_tanh": 9.936358451843262, "clWRF_P4_ridge": -8.975672721862793, "clWRF_P4_xgb_d2": 25.443552017211914, "clWRF_P4_xgb_regularized": -1.7580865621566772, "clWRF_P4_mlp_small": -30.192155838012695, "clWRF_P4_ann_tanh": 4.93735408782959}} R4 STACK_multi_source_lead1_pr_o_regional_stack_ridge
6 stack_ridge 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.303163000760833e-06, "weights": {"RegCM_P2_ridge": -22.646320343017578, "RegCM_P2_xgb_d2": 26.352264404296875, "RegCM_P2_xgb_regularized": -22.577083587646484, "RegCM_P2_mlp_small": -15.06340503692627, "RegCM_P2_ann_tanh": 0.40259838104248047, "RegCM_P4_ridge": 3.3316924571990967, "RegCM_P4_xgb_d2": 0.967133104801178, "RegCM_P4_xgb_regularized": -0.13939741253852844, "RegCM_P4_mlp_small": -13.467204093933105, "RegCM_P4_ann_tanh": -2.930986166000366, "clWRF_P2_ridge": 15.204228401184082, "clWRF_P2_xgb_d2": 5.503243923187256, "clWRF_P2_xgb_regularized": -12.91020393371582, "clWRF_P2_mlp_small": -11.730387687683105, "clWRF_P2_ann_tanh": -9.035465240478516, "clWRF_P4_ridge": 7.704371929168701, "clWRF_P4_xgb_d2": -9.49352741241455, "clWRF_P4_xgb_regularized": 24.76919174194336, "clWRF_P4_mlp_small": 8.271339416503906, "clWRF_P4_ann_tanh": -12.307401657104492}} R4 STACK_multi_source_lead1_pr_o_regional_stack_ridge
7 stack_ridge 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -6.48228206046042e-06, "weights": {"RegCM_P2_ridge": -39.9569206237793, "RegCM_P2_xgb_d2": -28.66456413269043, "RegCM_P2_xgb_regularized": 33.569271087646484, "RegCM_P2_mlp_small": 3.518845558166504, "RegCM_P2_ann_tanh": -3.9201345443725586, "RegCM_P4_ridge": 2.2445905208587646, "RegCM_P4_xgb_d2": 28.191442489624023, "RegCM_P4_xgb_regularized": -19.745622634887695, "RegCM_P4_mlp_small": 2.3121378421783447, "RegCM_P4_ann_tanh": -7.659024238586426, "clWRF_P2_ridge": -2.212595224380493, "clWRF_P2_xgb_d2": -11.066102027893066, "clWRF_P2_xgb_regularized": 9.379210472106934, "clWRF_P2_mlp_small": -1.0008013248443604, "clWRF_P2_ann_tanh": -5.861233711242676, "clWRF_P4_ridge": -1.6451258659362793, "clWRF_P4_xgb_d2": 49.615631103515625, "clWRF_P4_xgb_regularized": -40.38426208496094, "clWRF_P4_mlp_small": 1.5061441659927368, "clWRF_P4_ann_tanh": 1.237367868423462}} R4 STACK_multi_source_lead1_pr_o_regional_stack_ridge
8 stack_ridge 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -4.845006060349988e-06, "weights": {"RegCM_P2_ridge": -18.181331634521484, "RegCM_P2_xgb_d2": 37.10093307495117, "RegCM_P2_xgb_regularized": -27.87853240966797, "RegCM_P2_mlp_small": -11.829373359680176, "RegCM_P2_ann_tanh": -5.083089828491211, "RegCM_P4_ridge": 9.671048164367676, "RegCM_P4_xgb_d2": 4.342081069946289, "RegCM_P4_xgb_regularized": -38.88133239746094, "RegCM_P4_mlp_small": 13.990880966186523, "RegCM_P4_ann_tanh": 8.12939167022705, "clWRF_P2_ridge": -26.28363609313965, "clWRF_P2_xgb_d2": -34.811241149902344, "clWRF_P2_xgb_regularized": 45.400089263916016, "clWRF_P2_mlp_small": -23.08159065246582, "clWRF_P2_ann_tanh": -5.737370014190674, "clWRF_P4_ridge": 1.177485466003418, "clWRF_P4_xgb_d2": 29.354475021362305, "clWRF_P4_xgb_regularized": 23.552188873291016, "clWRF_P4_mlp_small": -27.2384090423584, "clWRF_P4_ann_tanh": -0.9478784203529358}} R4 STACK_multi_source_lead1_pr_o_regional_stack_ridge
9 stack_ridge 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.0011102606076747e-05, "weights": {"RegCM_P2_ridge": 2.350247621536255, "RegCM_P2_xgb_d2": 11.202571868896484, "RegCM_P2_xgb_regularized": -25.201112747192383, "RegCM_P2_mlp_small": 1.9730385541915894, "RegCM_P2_ann_tanh": -0.12515120208263397, "RegCM_P4_ridge": 32.196136474609375, "RegCM_P4_xgb_d2": 8.651208877563477, "RegCM_P4_xgb_regularized": 11.079843521118164, "RegCM_P4_mlp_small": -44.892723083496094, "RegCM_P4_ann_tanh": -4.156790733337402, "clWRF_P2_ridge": -76.48462677001953, "clWRF_P2_xgb_d2": -10.14687728881836, "clWRF_P2_xgb_regularized": 10.581539154052734, "clWRF_P2_mlp_small": 1.1144170761108398, "clWRF_P2_ann_tanh": -21.396848678588867, "clWRF_P4_ridge": 1.891735315322876, "clWRF_P4_xgb_d2": 95.38103485107422, "clWRF_P4_xgb_regularized": -116.7920913696289, "clWRF_P4_mlp_small": 32.10786056518555, "clWRF_P4_ann_tanh": -19.924104690551758}} R4 STACK_multi_source_lead1_pr_o_regional_stack_ridge
10 stack_ridge 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 3.359336915309541e-05, "weights": {"RegCM_P2_ridge": -59.6362419128418, "RegCM_P2_xgb_d2": 15.599114418029785, "RegCM_P2_xgb_regularized": 6.317670822143555, "RegCM_P2_mlp_small": 46.411376953125, "RegCM_P2_ann_tanh": -87.44661712646484, "RegCM_P4_ridge": -10.74227523803711, "RegCM_P4_xgb_d2": 52.37580871582031, "RegCM_P4_xgb_regularized": 1.372361183166504, "RegCM_P4_mlp_small": 18.91719627380371, "RegCM_P4_ann_tanh": 3.7289202213287354, "clWRF_P2_ridge": 29.26279640197754, "clWRF_P2_xgb_d2": 78.56890106201172, "clWRF_P2_xgb_regularized": -113.08457946777344, "clWRF_P2_mlp_small": 22.316612243652344, "clWRF_P2_ann_tanh": -68.79303741455078, "clWRF_P4_ridge": 54.675079345703125, "clWRF_P4_xgb_d2": 60.211463928222656, "clWRF_P4_xgb_regularized": -146.04306030273438, "clWRF_P4_mlp_small": 24.635896682739258, "clWRF_P4_ann_tanh": -2.2819583415985107}} R4 STACK_multi_source_lead1_pr_o_regional_stack_ridge
11 stack_ridge 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 9.238057828042656e-06, "weights": {"RegCM_P2_ridge": 47.002864837646484, "RegCM_P2_xgb_d2": -4.7423481941223145, "RegCM_P2_xgb_regularized": 2.065972328186035, "RegCM_P2_mlp_small": 15.627408027648926, "RegCM_P2_ann_tanh": 0.25725507736206055, "RegCM_P4_ridge": 24.497371673583984, "RegCM_P4_xgb_d2": 90.55970001220703, "RegCM_P4_xgb_regularized": -112.72362518310547, "RegCM_P4_mlp_small": -23.403352737426758, "RegCM_P4_ann_tanh": -8.252306938171387, "clWRF_P2_ridge": 112.20284271240234, "clWRF_P2_xgb_d2": 10.059318542480469, "clWRF_P2_xgb_regularized": -26.637399673461914, "clWRF_P2_mlp_small": -116.01043701171875, "clWRF_P2_ann_tanh": 10.935505867004395, "clWRF_P4_ridge": -9.05411148071289, "clWRF_P4_xgb_d2": 29.10390281677246, "clWRF_P4_xgb_regularized": -17.97144317626953, "clWRF_P4_mlp_small": -28.473398208618164, "clWRF_P4_ann_tanh": -17.732067108154297}} R4 STACK_multi_source_lead1_pr_o_regional_stack_ridge
12 stack_ridge 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.2847854779683985e-05, "weights": {"RegCM_P2_ridge": -1.6016771793365479, "RegCM_P2_xgb_d2": 0.5688134431838989, "RegCM_P2_xgb_regularized": -16.659433364868164, "RegCM_P2_mlp_small": 19.48183250427246, "RegCM_P2_ann_tanh": -15.146492004394531, "RegCM_P4_ridge": -14.224955558776855, "RegCM_P4_xgb_d2": -17.21974754333496, "RegCM_P4_xgb_regularized": -3.201920747756958, "RegCM_P4_mlp_small": 11.97685432434082, "RegCM_P4_ann_tanh": 16.615110397338867, "clWRF_P2_ridge": -20.895977020263672, "clWRF_P2_xgb_d2": -8.832149505615234, "clWRF_P2_xgb_regularized": 5.613297939300537, "clWRF_P2_mlp_small": 1.6865313053131104, "clWRF_P2_ann_tanh": 6.141672611236572, "clWRF_P4_ridge": 9.73870849609375, "clWRF_P4_xgb_d2": -26.162490844726562, "clWRF_P4_xgb_regularized": 49.69285202026367, "clWRF_P4_mlp_small": -22.343782424926758, "clWRF_P4_ann_tanh": 7.3739776611328125}} R4 STACK_multi_source_lead1_pr_o_regional_stack_ridge
1 stack_ridge 2139 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.6934378147125244, "weights": {"RegCM_P2_ridge": -16.719486236572266, "RegCM_P2_xgb_d2": 18.783687591552734, "RegCM_P2_xgb_regularized": -27.473604202270508, "RegCM_P2_mlp_small": 14.896735191345215, "RegCM_P2_ann_tanh": -3.746299982070923, "RegCM_P4_ridge": 8.569893836975098, "RegCM_P4_xgb_d2": -6.886981010437012, "RegCM_P4_xgb_regularized": 6.919144153594971, "RegCM_P4_mlp_small": -13.504068374633789, "RegCM_P4_ann_tanh": 9.169404983520508, "clWRF_P2_ridge": -17.974361419677734, "clWRF_P2_xgb_d2": -1.6287587881088257, "clWRF_P2_xgb_regularized": 4.157808303833008, "clWRF_P2_mlp_small": -1.2720811367034912, "clWRF_P2_ann_tanh": -11.901982307434082, "clWRF_P4_ridge": 1.1423100233078003, "clWRF_P4_xgb_d2": -6.537938594818115, "clWRF_P4_xgb_regularized": 3.3121235370635986, "clWRF_P4_mlp_small": 3.106771469116211, "clWRF_P4_ann_tanh": -4.407444000244141}} R5 STACK_multi_source_lead1_pr_o_regional_stack_ridge
2 stack_ridge 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 4.346655714471126e-06, "weights": {"RegCM_P2_ridge": -6.456966876983643, "RegCM_P2_xgb_d2": 0.2370397299528122, "RegCM_P2_xgb_regularized": -0.4529252350330353, "RegCM_P2_mlp_small": -0.05747298523783684, "RegCM_P2_ann_tanh": -2.3385589122772217, "RegCM_P4_ridge": 9.561543464660645, "RegCM_P4_xgb_d2": 4.481300354003906, "RegCM_P4_xgb_regularized": -13.834169387817383, "RegCM_P4_mlp_small": 1.0634700059890747, "RegCM_P4_ann_tanh": 3.5458014011383057, "clWRF_P2_ridge": -2.011610984802246, "clWRF_P2_xgb_d2": -2.3792765140533447, "clWRF_P2_xgb_regularized": 2.692911148071289, "clWRF_P2_mlp_small": -0.2810650169849396, "clWRF_P2_ann_tanh": -0.2489837259054184, "clWRF_P4_ridge": -1.1059683561325073, "clWRF_P4_xgb_d2": -4.389708995819092, "clWRF_P4_xgb_regularized": 4.96492338180542, "clWRF_P4_mlp_small": 3.487654209136963, "clWRF_P4_ann_tanh": -4.22446870803833}} R5 STACK_multi_source_lead1_pr_o_regional_stack_ridge
3 stack_ridge 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -4.822663413506234e-06, "weights": {"RegCM_P2_ridge": -16.546802520751953, "RegCM_P2_xgb_d2": -8.001497268676758, "RegCM_P2_xgb_regularized": 2.107292890548706, "RegCM_P2_mlp_small": 5.943929195404053, "RegCM_P2_ann_tanh": 3.6927154064178467, "RegCM_P4_ridge": 13.960150718688965, "RegCM_P4_xgb_d2": 24.007274627685547, "RegCM_P4_xgb_regularized": -15.682022094726562, "RegCM_P4_mlp_small": -9.554108619689941, "RegCM_P4_ann_tanh": -2.1849422454833984, "clWRF_P2_ridge": -27.006235122680664, "clWRF_P2_xgb_d2": -6.773738861083984, "clWRF_P2_xgb_regularized": 5.166675567626953, "clWRF_P2_mlp_small": 17.938669204711914, "clWRF_P2_ann_tanh": -11.675833702087402, "clWRF_P4_ridge": -3.10092830657959, "clWRF_P4_xgb_d2": -27.66913604736328, "clWRF_P4_xgb_regularized": 12.484106063842773, "clWRF_P4_mlp_small": 5.179221153259277, "clWRF_P4_ann_tanh": 2.250537872314453}} R5 STACK_multi_source_lead1_pr_o_regional_stack_ridge
4 stack_ridge 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 6.908787327120081e-06, "weights": {"RegCM_P2_ridge": -35.35533142089844, "RegCM_P2_xgb_d2": 7.249066352844238, "RegCM_P2_xgb_regularized": -22.845355987548828, "RegCM_P2_mlp_small": 44.02136993408203, "RegCM_P2_ann_tanh": -7.424581527709961, "RegCM_P4_ridge": 7.817797660827637, "RegCM_P4_xgb_d2": -12.501138687133789, "RegCM_P4_xgb_regularized": 2.976853370666504, "RegCM_P4_mlp_small": -13.518126487731934, "RegCM_P4_ann_tanh": -0.3652268052101135, "clWRF_P2_ridge": 13.799613952636719, "clWRF_P2_xgb_d2": -42.811710357666016, "clWRF_P2_xgb_regularized": 57.11509323120117, "clWRF_P2_mlp_small": -13.4060697555542, "clWRF_P2_ann_tanh": 1.967881202697754, "clWRF_P4_ridge": 0.5826098918914795, "clWRF_P4_xgb_d2": -14.566380500793457, "clWRF_P4_xgb_regularized": 14.19386100769043, "clWRF_P4_mlp_small": 12.326025009155273, "clWRF_P4_ann_tanh": 3.0252420902252197}} R5 STACK_multi_source_lead1_pr_o_regional_stack_ridge
5 stack_ridge 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.5979610907379538e-05, "weights": {"RegCM_P2_ridge": -12.971169471740723, "RegCM_P2_xgb_d2": 20.774097442626953, "RegCM_P2_xgb_regularized": -30.521987915039062, "RegCM_P2_mlp_small": 16.732269287109375, "RegCM_P2_ann_tanh": 10.332951545715332, "RegCM_P4_ridge": -1.2740111351013184, "RegCM_P4_xgb_d2": -104.27767181396484, "RegCM_P4_xgb_regularized": 94.69361877441406, "RegCM_P4_mlp_small": 1.3025587797164917, "RegCM_P4_ann_tanh": 22.181060791015625, "clWRF_P2_ridge": -14.682856559753418, "clWRF_P2_xgb_d2": -18.729284286499023, "clWRF_P2_xgb_regularized": 18.645328521728516, "clWRF_P2_mlp_small": -11.236296653747559, "clWRF_P2_ann_tanh": 8.207464218139648, "clWRF_P4_ridge": 22.090124130249023, "clWRF_P4_xgb_d2": 33.66942596435547, "clWRF_P4_xgb_regularized": -32.796024322509766, "clWRF_P4_mlp_small": -6.225095748901367, "clWRF_P4_ann_tanh": -1.9977859258651733}} R5 STACK_multi_source_lead1_pr_o_regional_stack_ridge
6 stack_ridge 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -3.173072855133796e-06, "weights": {"RegCM_P2_ridge": -8.00308895111084, "RegCM_P2_xgb_d2": -10.90224552154541, "RegCM_P2_xgb_regularized": 6.394657611846924, "RegCM_P2_mlp_small": -2.7428267002105713, "RegCM_P2_ann_tanh": 9.9006986618042, "RegCM_P4_ridge": 14.11556339263916, "RegCM_P4_xgb_d2": 17.31966781616211, "RegCM_P4_xgb_regularized": -23.530261993408203, "RegCM_P4_mlp_small": -20.560514450073242, "RegCM_P4_ann_tanh": 0.0979832336306572, "clWRF_P2_ridge": -0.010842645540833473, "clWRF_P2_xgb_d2": 1.2588766813278198, "clWRF_P2_xgb_regularized": -9.352810859680176, "clWRF_P2_mlp_small": -10.32055377960205, "clWRF_P2_ann_tanh": 4.134814739227295, "clWRF_P4_ridge": -8.164292335510254, "clWRF_P4_xgb_d2": -4.326513767242432, "clWRF_P4_xgb_regularized": 11.247339248657227, "clWRF_P4_mlp_small": 12.376496315002441, "clWRF_P4_ann_tanh": -6.785311222076416}} R5 STACK_multi_source_lead1_pr_o_regional_stack_ridge
7 stack_ridge 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 8.763925507082604e-06, "weights": {"RegCM_P2_ridge": 1.1444584131240845, "RegCM_P2_xgb_d2": -12.948702812194824, "RegCM_P2_xgb_regularized": 10.835172653198242, "RegCM_P2_mlp_small": 6.213642597198486, "RegCM_P2_ann_tanh": -15.205805778503418, "RegCM_P4_ridge": -10.658021926879883, "RegCM_P4_xgb_d2": 9.229344367980957, "RegCM_P4_xgb_regularized": -6.994205474853516, "RegCM_P4_mlp_small": 1.952662467956543, "RegCM_P4_ann_tanh": -5.168407440185547, "clWRF_P2_ridge": -13.955312728881836, "clWRF_P2_xgb_d2": -11.36291217803955, "clWRF_P2_xgb_regularized": 5.2497429847717285, "clWRF_P2_mlp_small": -0.1988016963005066, "clWRF_P2_ann_tanh": -3.78055739402771, "clWRF_P4_ridge": 2.8528459072113037, "clWRF_P4_xgb_d2": -2.878281354904175, "clWRF_P4_xgb_regularized": 8.965289115905762, "clWRF_P4_mlp_small": 4.017218112945557, "clWRF_P4_ann_tanh": -2.1857028007507324}} R5 STACK_multi_source_lead1_pr_o_regional_stack_ridge
8 stack_ridge 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -4.676010576076806e-06, "weights": {"RegCM_P2_ridge": -25.09601402282715, "RegCM_P2_xgb_d2": -11.050296783447266, "RegCM_P2_xgb_regularized": 7.534726142883301, "RegCM_P2_mlp_small": -3.381688356399536, "RegCM_P2_ann_tanh": 6.073970317840576, "RegCM_P4_ridge": 18.101165771484375, "RegCM_P4_xgb_d2": 19.42058753967285, "RegCM_P4_xgb_regularized": -29.349973678588867, "RegCM_P4_mlp_small": 0.32420507073402405, "RegCM_P4_ann_tanh": -0.11132454872131348, "clWRF_P2_ridge": -1.609452247619629, "clWRF_P2_xgb_d2": -6.912925720214844, "clWRF_P2_xgb_regularized": 0.15561623871326447, "clWRF_P2_mlp_small": 14.803201675415039, "clWRF_P2_ann_tanh": -0.9551172852516174, "clWRF_P4_ridge": -26.150869369506836, "clWRF_P4_xgb_d2": 13.749075889587402, "clWRF_P4_xgb_regularized": -23.243844985961914, "clWRF_P4_mlp_small": -0.05856499448418617, "clWRF_P4_ann_tanh": 2.141643762588501}} R5 STACK_multi_source_lead1_pr_o_regional_stack_ridge
9 stack_ridge 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -8.044555215747096e-06, "weights": {"RegCM_P2_ridge": -54.55554962158203, "RegCM_P2_xgb_d2": -46.35494613647461, "RegCM_P2_xgb_regularized": 44.26092529296875, "RegCM_P2_mlp_small": -35.766258239746094, "RegCM_P2_ann_tanh": 44.10220718383789, "RegCM_P4_ridge": 42.21830749511719, "RegCM_P4_xgb_d2": 27.05460548400879, "RegCM_P4_xgb_regularized": 0.6785964369773865, "RegCM_P4_mlp_small": -15.920184135437012, "RegCM_P4_ann_tanh": -7.012056350708008, "clWRF_P2_ridge": 34.80826187133789, "clWRF_P2_xgb_d2": 3.431100368499756, "clWRF_P2_xgb_regularized": -5.806880950927734, "clWRF_P2_mlp_small": -31.43114471435547, "clWRF_P2_ann_tanh": -21.518524169921875, "clWRF_P4_ridge": -35.895652770996094, "clWRF_P4_xgb_d2": 4.744469165802002, "clWRF_P4_xgb_regularized": 26.76786231994629, "clWRF_P4_mlp_small": -18.10746955871582, "clWRF_P4_ann_tanh": 6.469473838806152}} R5 STACK_multi_source_lead1_pr_o_regional_stack_ridge
10 stack_ridge 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 3.514676063787192e-05, "weights": {"RegCM_P2_ridge": -35.04558181762695, "RegCM_P2_xgb_d2": 33.0554084777832, "RegCM_P2_xgb_regularized": -4.730791091918945, "RegCM_P2_mlp_small": -28.99019432067871, "RegCM_P2_ann_tanh": 69.79457092285156, "RegCM_P4_ridge": -7.924814701080322, "RegCM_P4_xgb_d2": 117.49686431884766, "RegCM_P4_xgb_regularized": -134.95166015625, "RegCM_P4_mlp_small": 11.91873550415039, "RegCM_P4_ann_tanh": 76.55094909667969, "clWRF_P2_ridge": -38.88456344604492, "clWRF_P2_xgb_d2": 7.168071746826172, "clWRF_P2_xgb_regularized": -35.131813049316406, "clWRF_P2_mlp_small": -41.54977035522461, "clWRF_P2_ann_tanh": -20.67877960205078, "clWRF_P4_ridge": -18.570280075073242, "clWRF_P4_xgb_d2": -122.75682067871094, "clWRF_P4_xgb_regularized": 160.41746520996094, "clWRF_P4_mlp_small": -13.414938926696777, "clWRF_P4_ann_tanh": 44.4484748840332}} R5 STACK_multi_source_lead1_pr_o_regional_stack_ridge
11 stack_ridge 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.5796758816577494e-05, "weights": {"RegCM_P2_ridge": -39.22053909301758, "RegCM_P2_xgb_d2": 39.979576110839844, "RegCM_P2_xgb_regularized": -3.8045270442962646, "RegCM_P2_mlp_small": 76.47047424316406, "RegCM_P2_ann_tanh": 10.866180419921875, "RegCM_P4_ridge": 4.1807942390441895, "RegCM_P4_xgb_d2": -460.8354797363281, "RegCM_P4_xgb_regularized": 513.8568115234375, "RegCM_P4_mlp_small": 20.888206481933594, "RegCM_P4_ann_tanh": -41.638694763183594, "clWRF_P2_ridge": 67.71917724609375, "clWRF_P2_xgb_d2": -21.954097747802734, "clWRF_P2_xgb_regularized": -20.806262969970703, "clWRF_P2_mlp_small": -45.585262298583984, "clWRF_P2_ann_tanh": -33.186100006103516, "clWRF_P4_ridge": 131.2627716064453, "clWRF_P4_xgb_d2": -18.968704223632812, "clWRF_P4_xgb_regularized": 67.5027847290039, "clWRF_P4_mlp_small": -115.84510040283203, "clWRF_P4_ann_tanh": -62.53185272216797}} R5 STACK_multi_source_lead1_pr_o_regional_stack_ridge
12 stack_ridge 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 8.949182301876135e-06, "weights": {"RegCM_P2_ridge": -51.274818420410156, "RegCM_P2_xgb_d2": -109.36641693115234, "RegCM_P2_xgb_regularized": 129.82029724121094, "RegCM_P2_mlp_small": -10.867598533630371, "RegCM_P2_ann_tanh": 7.266935348510742, "RegCM_P4_ridge": -49.96615982055664, "RegCM_P4_xgb_d2": -48.4542236328125, "RegCM_P4_xgb_regularized": 34.74230194091797, "RegCM_P4_mlp_small": 29.36731719970703, "RegCM_P4_ann_tanh": 35.99147033691406, "clWRF_P2_ridge": -8.11361312866211, "clWRF_P2_xgb_d2": -4.517234802246094, "clWRF_P2_xgb_regularized": -34.79572677612305, "clWRF_P2_mlp_small": -39.38164138793945, "clWRF_P2_ann_tanh": 35.995235443115234, "clWRF_P4_ridge": 5.113438129425049, "clWRF_P4_xgb_d2": -62.232582092285156, "clWRF_P4_xgb_regularized": 121.34675598144531, "clWRF_P4_mlp_small": 1.788367509841919, "clWRF_P4_ann_tanh": -15.93196964263916}} R5 STACK_multi_source_lead1_pr_o_regional_stack_ridge
1 stack_ridge 2387 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.2711823582649231, "weights": {"RegCM_P2_ridge": 1.3940317630767822, "RegCM_P2_xgb_d2": 4.071130752563477, "RegCM_P2_xgb_regularized": -5.899162769317627, "RegCM_P2_mlp_small": -3.540389060974121, "RegCM_P2_ann_tanh": -0.6066771149635315, "RegCM_P4_ridge": 0.653308629989624, "RegCM_P4_xgb_d2": -6.580367088317871, "RegCM_P4_xgb_regularized": 0.6700785756111145, "RegCM_P4_mlp_small": 0.13571974635124207, "RegCM_P4_ann_tanh": -0.08709990233182907, "clWRF_P2_ridge": -6.586762428283691, "clWRF_P2_xgb_d2": 1.110231876373291, "clWRF_P2_xgb_regularized": -3.915592670440674, "clWRF_P2_mlp_small": 1.9366108179092407, "clWRF_P2_ann_tanh": 1.218756914138794, "clWRF_P4_ridge": 1.0651863813400269, "clWRF_P4_xgb_d2": 0.7055341005325317, "clWRF_P4_xgb_regularized": 1.3037432432174683, "clWRF_P4_mlp_small": -2.564204454421997, "clWRF_P4_ann_tanh": 0.6311749219894409}} R6 STACK_multi_source_lead1_pr_o_regional_stack_ridge
2 stack_ridge 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.6728369562079024e-07, "weights": {"RegCM_P2_ridge": -6.346400260925293, "RegCM_P2_xgb_d2": 2.056112766265869, "RegCM_P2_xgb_regularized": -3.4341864585876465, "RegCM_P2_mlp_small": 0.3071731626987457, "RegCM_P2_ann_tanh": 0.5538697838783264, "RegCM_P4_ridge": 1.9624837636947632, "RegCM_P4_xgb_d2": 1.842085599899292, "RegCM_P4_xgb_regularized": -2.5349225997924805, "RegCM_P4_mlp_small": 0.5054588913917542, "RegCM_P4_ann_tanh": 1.6482387781143188, "clWRF_P2_ridge": 0.9085878729820251, "clWRF_P2_xgb_d2": 1.889544129371643, "clWRF_P2_xgb_regularized": -1.7226972579956055, "clWRF_P2_mlp_small": -0.9912145137786865, "clWRF_P2_ann_tanh": -0.2533631920814514, "clWRF_P4_ridge": 1.1627857685089111, "clWRF_P4_xgb_d2": 1.6107712984085083, "clWRF_P4_xgb_regularized": -2.223299980163574, "clWRF_P4_mlp_small": -3.362102746963501, "clWRF_P4_ann_tanh": 0.21288378536701202}} R6 STACK_multi_source_lead1_pr_o_regional_stack_ridge
3 stack_ridge 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.4782351627218304e-06, "weights": {"RegCM_P2_ridge": -9.283180236816406, "RegCM_P2_xgb_d2": 13.018217086791992, "RegCM_P2_xgb_regularized": -14.301467895507812, "RegCM_P2_mlp_small": 1.19846773147583, "RegCM_P2_ann_tanh": -1.9250516891479492, "RegCM_P4_ridge": 3.570497989654541, "RegCM_P4_xgb_d2": -6.2266716957092285, "RegCM_P4_xgb_regularized": 8.16032886505127, "RegCM_P4_mlp_small": 5.561959743499756, "RegCM_P4_ann_tanh": -8.535806655883789, "clWRF_P2_ridge": 2.3502280712127686, "clWRF_P2_xgb_d2": 2.4853434562683105, "clWRF_P2_xgb_regularized": -1.637585997581482, "clWRF_P2_mlp_small": -8.00112247467041, "clWRF_P2_ann_tanh": 1.1284642219543457, "clWRF_P4_ridge": 4.210830211639404, "clWRF_P4_xgb_d2": -13.910850524902344, "clWRF_P4_xgb_regularized": 5.055518627166748, "clWRF_P4_mlp_small": -4.188745021820068, "clWRF_P4_ann_tanh": 6.834722518920898}} R6 STACK_multi_source_lead1_pr_o_regional_stack_ridge
4 stack_ridge 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 5.804079137305962e-06, "weights": {"RegCM_P2_ridge": 7.681918621063232, "RegCM_P2_xgb_d2": 8.740519523620605, "RegCM_P2_xgb_regularized": -15.513227462768555, "RegCM_P2_mlp_small": -1.0953994989395142, "RegCM_P2_ann_tanh": -10.466161727905273, "RegCM_P4_ridge": -16.583290100097656, "RegCM_P4_xgb_d2": 39.57583999633789, "RegCM_P4_xgb_regularized": -43.727394104003906, "RegCM_P4_mlp_small": -4.40248966217041, "RegCM_P4_ann_tanh": 4.36561393737793, "clWRF_P2_ridge": -1.3439346551895142, "clWRF_P2_xgb_d2": -28.218658447265625, "clWRF_P2_xgb_regularized": 34.276302337646484, "clWRF_P2_mlp_small": -6.34829044342041, "clWRF_P2_ann_tanh": 6.101563453674316, "clWRF_P4_ridge": 26.848966598510742, "clWRF_P4_xgb_d2": -9.827422142028809, "clWRF_P4_xgb_regularized": 4.348212718963623, "clWRF_P4_mlp_small": -2.8058180809020996, "clWRF_P4_ann_tanh": 22.669742584228516}} R6 STACK_multi_source_lead1_pr_o_regional_stack_ridge
5 stack_ridge 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.7264771940972423e-06, "weights": {"RegCM_P2_ridge": -2.549776792526245, "RegCM_P2_xgb_d2": 26.72217559814453, "RegCM_P2_xgb_regularized": -26.41364860534668, "RegCM_P2_mlp_small": 8.623771667480469, "RegCM_P2_ann_tanh": -4.393655776977539, "RegCM_P4_ridge": 35.21930694580078, "RegCM_P4_xgb_d2": -106.78749084472656, "RegCM_P4_xgb_regularized": 131.27914428710938, "RegCM_P4_mlp_small": -22.24432373046875, "RegCM_P4_ann_tanh": 4.540958404541016, "clWRF_P2_ridge": -11.061741828918457, "clWRF_P2_xgb_d2": -17.076448440551758, "clWRF_P2_xgb_regularized": 20.16255760192871, "clWRF_P2_mlp_small": 5.349241733551025, "clWRF_P2_ann_tanh": -12.430376052856445, "clWRF_P4_ridge": 1.5549687147140503, "clWRF_P4_xgb_d2": 7.180032730102539, "clWRF_P4_xgb_regularized": -23.604623794555664, "clWRF_P4_mlp_small": -2.485947847366333, "clWRF_P4_ann_tanh": -0.5916623473167419}} R6 STACK_multi_source_lead1_pr_o_regional_stack_ridge
6 stack_ridge 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.147368129750248e-05, "weights": {"RegCM_P2_ridge": -46.0964469909668, "RegCM_P2_xgb_d2": 14.523530960083008, "RegCM_P2_xgb_regularized": -12.369889259338379, "RegCM_P2_mlp_small": -7.591484069824219, "RegCM_P2_ann_tanh": 10.612181663513184, "RegCM_P4_ridge": 24.653032302856445, "RegCM_P4_xgb_d2": -13.512569427490234, "RegCM_P4_xgb_regularized": -4.015745639801025, "RegCM_P4_mlp_small": -3.3507909774780273, "RegCM_P4_ann_tanh": 5.845929145812988, "clWRF_P2_ridge": -1.8673632144927979, "clWRF_P2_xgb_d2": 15.652009963989258, "clWRF_P2_xgb_regularized": -26.378419876098633, "clWRF_P2_mlp_small": 11.565618515014648, "clWRF_P2_ann_tanh": -14.876775741577148, "clWRF_P4_ridge": -10.452902793884277, "clWRF_P4_xgb_d2": 20.478790283203125, "clWRF_P4_xgb_regularized": 3.5554635524749756, "clWRF_P4_mlp_small": 15.354726791381836, "clWRF_P4_ann_tanh": -8.98721694946289}} R6 STACK_multi_source_lead1_pr_o_regional_stack_ridge
7 stack_ridge 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -7.522240593971219e-06, "weights": {"RegCM_P2_ridge": -10.92005729675293, "RegCM_P2_xgb_d2": -0.15369494259357452, "RegCM_P2_xgb_regularized": -23.190898895263672, "RegCM_P2_mlp_small": 10.667182922363281, "RegCM_P2_ann_tanh": -9.715295791625977, "RegCM_P4_ridge": -3.9976754188537598, "RegCM_P4_xgb_d2": 72.31353759765625, "RegCM_P4_xgb_regularized": -55.2261962890625, "RegCM_P4_mlp_small": 19.71053123474121, "RegCM_P4_ann_tanh": -0.44399458169937134, "clWRF_P2_ridge": -14.382009506225586, "clWRF_P2_xgb_d2": -1.3958734273910522, "clWRF_P2_xgb_regularized": 0.360791951417923, "clWRF_P2_mlp_small": -2.769789218902588, "clWRF_P2_ann_tanh": 19.848989486694336, "clWRF_P4_ridge": 5.510494232177734, "clWRF_P4_xgb_d2": 7.275771617889404, "clWRF_P4_xgb_regularized": -26.35887908935547, "clWRF_P4_mlp_small": -3.5544846057891846, "clWRF_P4_ann_tanh": -0.33887147903442383}} R6 STACK_multi_source_lead1_pr_o_regional_stack_ridge
8 stack_ridge 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 9.330811735708266e-06, "weights": {"RegCM_P2_ridge": 2.0555899143218994, "RegCM_P2_xgb_d2": 14.299416542053223, "RegCM_P2_xgb_regularized": -32.278438568115234, "RegCM_P2_mlp_small": -32.53049087524414, "RegCM_P2_ann_tanh": 31.758634567260742, "RegCM_P4_ridge": 38.23201370239258, "RegCM_P4_xgb_d2": -33.583885192871094, "RegCM_P4_xgb_regularized": 13.331879615783691, "RegCM_P4_mlp_small": -18.870595932006836, "RegCM_P4_ann_tanh": 12.832019805908203, "clWRF_P2_ridge": -20.072357177734375, "clWRF_P2_xgb_d2": 22.39674949645996, "clWRF_P2_xgb_regularized": -38.15271759033203, "clWRF_P2_mlp_small": 5.693359851837158, "clWRF_P2_ann_tanh": 17.930633544921875, "clWRF_P4_ridge": 10.81166934967041, "clWRF_P4_xgb_d2": -101.63063049316406, "clWRF_P4_xgb_regularized": 80.04074096679688, "clWRF_P4_mlp_small": -12.695388793945312, "clWRF_P4_ann_tanh": -0.909812331199646}} R6 STACK_multi_source_lead1_pr_o_regional_stack_ridge
9 stack_ridge 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -7.933107553981245e-06, "weights": {"RegCM_P2_ridge": -34.992313385009766, "RegCM_P2_xgb_d2": -6.8120527267456055, "RegCM_P2_xgb_regularized": 7.541386604309082, "RegCM_P2_mlp_small": 5.780732154846191, "RegCM_P2_ann_tanh": -10.387924194335938, "RegCM_P4_ridge": 1.048879623413086, "RegCM_P4_xgb_d2": 63.11751937866211, "RegCM_P4_xgb_regularized": -47.26744842529297, "RegCM_P4_mlp_small": -11.302181243896484, "RegCM_P4_ann_tanh": 9.769002914428711, "clWRF_P2_ridge": -6.311306953430176, "clWRF_P2_xgb_d2": -16.45390510559082, "clWRF_P2_xgb_regularized": 11.12804126739502, "clWRF_P2_mlp_small": 3.6135737895965576, "clWRF_P2_ann_tanh": -10.050058364868164, "clWRF_P4_ridge": -18.317527770996094, "clWRF_P4_xgb_d2": -39.37179946899414, "clWRF_P4_xgb_regularized": 46.23775100708008, "clWRF_P4_mlp_small": 1.1886658668518066, "clWRF_P4_ann_tanh": -5.396625518798828}} R6 STACK_multi_source_lead1_pr_o_regional_stack_ridge
10 stack_ridge 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.8757969883154146e-05, "weights": {"RegCM_P2_ridge": 33.08891296386719, "RegCM_P2_xgb_d2": -19.225141525268555, "RegCM_P2_xgb_regularized": -0.024806708097457886, "RegCM_P2_mlp_small": -13.601594924926758, "RegCM_P2_ann_tanh": -5.7058305740356445, "RegCM_P4_ridge": 36.97426223754883, "RegCM_P4_xgb_d2": -26.08265495300293, "RegCM_P4_xgb_regularized": -16.24234962463379, "RegCM_P4_mlp_small": 8.754732131958008, "RegCM_P4_ann_tanh": 23.125743865966797, "clWRF_P2_ridge": -15.051804542541504, "clWRF_P2_xgb_d2": -6.116738319396973, "clWRF_P2_xgb_regularized": -0.20371834933757782, "clWRF_P2_mlp_small": -7.136855125427246, "clWRF_P2_ann_tanh": -13.887105941772461, "clWRF_P4_ridge": -2.1988136768341064, "clWRF_P4_xgb_d2": -67.9835433959961, "clWRF_P4_xgb_regularized": 54.41373825073242, "clWRF_P4_mlp_small": 15.126949310302734, "clWRF_P4_ann_tanh": 1.144119143486023}} R6 STACK_multi_source_lead1_pr_o_regional_stack_ridge
11 stack_ridge 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -7.363735221588286e-06, "weights": {"RegCM_P2_ridge": 3.0946736335754395, "RegCM_P2_xgb_d2": 55.79741287231445, "RegCM_P2_xgb_regularized": -48.709781646728516, "RegCM_P2_mlp_small": -13.347396850585938, "RegCM_P2_ann_tanh": 10.570602416992188, "RegCM_P4_ridge": 60.219478607177734, "RegCM_P4_xgb_d2": -31.981122970581055, "RegCM_P4_xgb_regularized": 44.853759765625, "RegCM_P4_mlp_small": -30.907485961914062, "RegCM_P4_ann_tanh": -12.290919303894043, "clWRF_P2_ridge": 19.333721160888672, "clWRF_P2_xgb_d2": -3.4926435947418213, "clWRF_P2_xgb_regularized": 5.407902240753174, "clWRF_P2_mlp_small": -33.41964340209961, "clWRF_P2_ann_tanh": 3.0121397972106934, "clWRF_P4_ridge": -21.402624130249023, "clWRF_P4_xgb_d2": -17.930545806884766, "clWRF_P4_xgb_regularized": 48.19222640991211, "clWRF_P4_mlp_small": 11.392318725585938, "clWRF_P4_ann_tanh": -10.409863471984863}} R6 STACK_multi_source_lead1_pr_o_regional_stack_ridge
12 stack_ridge 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.168089625025459e-06, "weights": {"RegCM_P2_ridge": -16.902286529541016, "RegCM_P2_xgb_d2": -10.205243110656738, "RegCM_P2_xgb_regularized": 10.545455932617188, "RegCM_P2_mlp_small": -6.887192726135254, "RegCM_P2_ann_tanh": 12.729583740234375, "RegCM_P4_ridge": 0.6097413301467896, "RegCM_P4_xgb_d2": 18.87039566040039, "RegCM_P4_xgb_regularized": -1.3554564714431763, "RegCM_P4_mlp_small": -0.001483154366724193, "RegCM_P4_ann_tanh": -1.2001469135284424, "clWRF_P2_ridge": -5.00527286529541, "clWRF_P2_xgb_d2": 16.097633361816406, "clWRF_P2_xgb_regularized": -27.721298217773438, "clWRF_P2_mlp_small": -9.832664489746094, "clWRF_P2_ann_tanh": 17.941978454589844, "clWRF_P4_ridge": 2.0673720836639404, "clWRF_P4_xgb_d2": 5.801711559295654, "clWRF_P4_xgb_regularized": -18.88840103149414, "clWRF_P4_mlp_small": 5.093713283538818, "clWRF_P4_ann_tanh": -2.3458356857299805}} R6 STACK_multi_source_lead1_pr_o_regional_stack_ridge
1 stack_ridge 2728 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.27963700890541077, "weights": {"RegCM_P2_ridge": -12.248259544372559, "RegCM_P2_xgb_d2": -4.423899173736572, "RegCM_P2_xgb_regularized": 4.216176986694336, "RegCM_P2_mlp_small": -1.9549005031585693, "RegCM_P2_ann_tanh": 1.005010962486267, "RegCM_P4_ridge": -2.4996683597564697, "RegCM_P4_xgb_d2": 1.6997262239456177, "RegCM_P4_xgb_regularized": -1.155928134918213, "RegCM_P4_mlp_small": 0.50906902551651, "RegCM_P4_ann_tanh": 0.4847995638847351, "clWRF_P2_ridge": -0.7840715646743774, "clWRF_P2_xgb_d2": 4.923276424407959, "clWRF_P2_xgb_regularized": -4.1468963623046875, "clWRF_P2_mlp_small": 1.0893529653549194, "clWRF_P2_ann_tanh": 0.5877238512039185, "clWRF_P4_ridge": 3.986076593399048, "clWRF_P4_xgb_d2": -3.9678194522857666, "clWRF_P4_xgb_regularized": 4.541296005249023, "clWRF_P4_mlp_small": -2.1568734645843506, "clWRF_P4_ann_tanh": 0.44943806529045105}} R7 STACK_multi_source_lead1_pr_o_regional_stack_ridge
2 stack_ridge 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.0477377802308183e-06, "weights": {"RegCM_P2_ridge": -5.574996471405029, "RegCM_P2_xgb_d2": -0.5147711038589478, "RegCM_P2_xgb_regularized": 0.5280115604400635, "RegCM_P2_mlp_small": 0.22744858264923096, "RegCM_P2_ann_tanh": -0.4770386517047882, "RegCM_P4_ridge": 2.660910129547119, "RegCM_P4_xgb_d2": 7.95184326171875, "RegCM_P4_xgb_regularized": -6.396291732788086, "RegCM_P4_mlp_small": -4.868202209472656, "RegCM_P4_ann_tanh": -0.9486233592033386, "clWRF_P2_ridge": 0.11284215748310089, "clWRF_P2_xgb_d2": -2.9036624431610107, "clWRF_P2_xgb_regularized": 1.5826994180679321, "clWRF_P2_mlp_small": 4.506621837615967, "clWRF_P2_ann_tanh": -2.11728835105896, "clWRF_P4_ridge": -0.09605317562818527, "clWRF_P4_xgb_d2": -9.800775527954102, "clWRF_P4_xgb_regularized": 10.59675407409668, "clWRF_P4_mlp_small": -0.5715973973274231, "clWRF_P4_ann_tanh": 2.160004138946533}} R7 STACK_multi_source_lead1_pr_o_regional_stack_ridge
3 stack_ridge 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.4403696695808321e-05, "weights": {"RegCM_P2_ridge": -9.798580169677734, "RegCM_P2_xgb_d2": -1.9122179746627808, "RegCM_P2_xgb_regularized": -0.5200992822647095, "RegCM_P2_mlp_small": 0.3639281392097473, "RegCM_P2_ann_tanh": -0.2401181012392044, "RegCM_P4_ridge": 9.788161277770996, "RegCM_P4_xgb_d2": 0.04258497431874275, "RegCM_P4_xgb_regularized": -1.871659278869629, "RegCM_P4_mlp_small": 5.9506120681762695, "RegCM_P4_ann_tanh": 5.504525661468506, "clWRF_P2_ridge": 5.76569938659668, "clWRF_P2_xgb_d2": -17.707908630371094, "clWRF_P2_xgb_regularized": 18.9613037109375, "clWRF_P2_mlp_small": -2.618680477142334, "clWRF_P2_ann_tanh": -9.98849868774414, "clWRF_P4_ridge": -1.539175033569336, "clWRF_P4_xgb_d2": 33.11289596557617, "clWRF_P4_xgb_regularized": -33.83382034301758, "clWRF_P4_mlp_small": -4.4767842292785645, "clWRF_P4_ann_tanh": -3.6946828365325928}} R7 STACK_multi_source_lead1_pr_o_regional_stack_ridge
4 stack_ridge 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -6.267639037105255e-06, "weights": {"RegCM_P2_ridge": 7.1156229972839355, "RegCM_P2_xgb_d2": -24.4777889251709, "RegCM_P2_xgb_regularized": 20.399757385253906, "RegCM_P2_mlp_small": -5.565821647644043, "RegCM_P2_ann_tanh": 4.3634419441223145, "RegCM_P4_ridge": 0.44677165150642395, "RegCM_P4_xgb_d2": -41.929542541503906, "RegCM_P4_xgb_regularized": 29.862224578857422, "RegCM_P4_mlp_small": -6.500107765197754, "RegCM_P4_ann_tanh": 3.1657931804656982, "clWRF_P2_ridge": 6.167503356933594, "clWRF_P2_xgb_d2": -53.87981414794922, "clWRF_P2_xgb_regularized": 72.19732666015625, "clWRF_P2_mlp_small": -12.924663543701172, "clWRF_P2_ann_tanh": -13.273337364196777, "clWRF_P4_ridge": 64.54630279541016, "clWRF_P4_xgb_d2": -70.95550537109375, "clWRF_P4_xgb_regularized": 74.986083984375, "clWRF_P4_mlp_small": -35.947940826416016, "clWRF_P4_ann_tanh": 5.612194538116455}} R7 STACK_multi_source_lead1_pr_o_regional_stack_ridge
5 stack_ridge 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -8.505516234436072e-06, "weights": {"RegCM_P2_ridge": -7.655218124389648, "RegCM_P2_xgb_d2": 22.350778579711914, "RegCM_P2_xgb_regularized": -28.172229766845703, "RegCM_P2_mlp_small": 3.399444103240967, "RegCM_P2_ann_tanh": 9.134509086608887, "RegCM_P4_ridge": -0.6354020237922668, "RegCM_P4_xgb_d2": 34.370059967041016, "RegCM_P4_xgb_regularized": -28.371212005615234, "RegCM_P4_mlp_small": 12.09184455871582, "RegCM_P4_ann_tanh": -12.818167686462402, "clWRF_P2_ridge": 4.637218952178955, "clWRF_P2_xgb_d2": 18.875328063964844, "clWRF_P2_xgb_regularized": -27.242658615112305, "clWRF_P2_mlp_small": -5.957338333129883, "clWRF_P2_ann_tanh": 2.9269537925720215, "clWRF_P4_ridge": -6.720324516296387, "clWRF_P4_xgb_d2": 8.183867454528809, "clWRF_P4_xgb_regularized": 35.68467712402344, "clWRF_P4_mlp_small": 8.100106239318848, "clWRF_P4_ann_tanh": -8.900060653686523}} R7 STACK_multi_source_lead1_pr_o_regional_stack_ridge
6 stack_ridge 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -9.863006198429503e-07, "weights": {"RegCM_P2_ridge": -22.92254638671875, "RegCM_P2_xgb_d2": 10.374689102172852, "RegCM_P2_xgb_regularized": -15.083732604980469, "RegCM_P2_mlp_small": 9.751313209533691, "RegCM_P2_ann_tanh": -5.607690811157227, "RegCM_P4_ridge": 14.03500747680664, "RegCM_P4_xgb_d2": -27.193994522094727, "RegCM_P4_xgb_regularized": 15.75870132446289, "RegCM_P4_mlp_small": -2.4075493812561035, "RegCM_P4_ann_tanh": -2.8552839756011963, "clWRF_P2_ridge": -1.0424548387527466, "clWRF_P2_xgb_d2": 8.964227676391602, "clWRF_P2_xgb_regularized": -18.47977638244629, "clWRF_P2_mlp_small": 6.232532978057861, "clWRF_P2_ann_tanh": 3.1343119144439697, "clWRF_P4_ridge": 3.835922956466675, "clWRF_P4_xgb_d2": -38.0847282409668, "clWRF_P4_xgb_regularized": 28.52627182006836, "clWRF_P4_mlp_small": -4.878421783447266, "clWRF_P4_ann_tanh": -2.009114980697632}} R7 STACK_multi_source_lead1_pr_o_regional_stack_ridge
7 stack_ridge 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.527171091060154e-06, "weights": {"RegCM_P2_ridge": 54.483612060546875, "RegCM_P2_xgb_d2": 13.11671257019043, "RegCM_P2_xgb_regularized": -20.347354888916016, "RegCM_P2_mlp_small": -43.9332275390625, "RegCM_P2_ann_tanh": -4.473282337188721, "RegCM_P4_ridge": -3.728937864303589, "RegCM_P4_xgb_d2": 53.84579086303711, "RegCM_P4_xgb_regularized": -60.98122787475586, "RegCM_P4_mlp_small": 12.873810768127441, "RegCM_P4_ann_tanh": -1.5370692014694214, "clWRF_P2_ridge": 18.54825782775879, "clWRF_P2_xgb_d2": -26.929460525512695, "clWRF_P2_xgb_regularized": 11.772574424743652, "clWRF_P2_mlp_small": 1.7188149690628052, "clWRF_P2_ann_tanh": -8.167695045471191, "clWRF_P4_ridge": -7.916115760803223, "clWRF_P4_xgb_d2": 52.72900390625, "clWRF_P4_xgb_regularized": -62.91577911376953, "clWRF_P4_mlp_small": 16.709320068359375, "clWRF_P4_ann_tanh": -9.21843433380127}} R7 STACK_multi_source_lead1_pr_o_regional_stack_ridge
8 stack_ridge 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 5.661037448589923e-06, "weights": {"RegCM_P2_ridge": -19.5577449798584, "RegCM_P2_xgb_d2": 21.270383834838867, "RegCM_P2_xgb_regularized": -31.118316650390625, "RegCM_P2_mlp_small": 2.645404577255249, "RegCM_P2_ann_tanh": 8.243184089660645, "RegCM_P4_ridge": 3.749037742614746, "RegCM_P4_xgb_d2": -21.140403747558594, "RegCM_P4_xgb_regularized": 8.476531982421875, "RegCM_P4_mlp_small": 2.2897603511810303, "RegCM_P4_ann_tanh": 3.000309705734253, "clWRF_P2_ridge": -10.539277076721191, "clWRF_P2_xgb_d2": -23.043615341186523, "clWRF_P2_xgb_regularized": 11.597512245178223, "clWRF_P2_mlp_small": -10.715773582458496, "clWRF_P2_ann_tanh": 11.656207084655762, "clWRF_P4_ridge": 14.695984840393066, "clWRF_P4_xgb_d2": 5.611357688903809, "clWRF_P4_xgb_regularized": -6.079809188842773, "clWRF_P4_mlp_small": -16.994125366210938, "clWRF_P4_ann_tanh": 0.8989450931549072}} R7 STACK_multi_source_lead1_pr_o_regional_stack_ridge
9 stack_ridge 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -3.8673158542223973e-07, "weights": {"RegCM_P2_ridge": -6.940371036529541, "RegCM_P2_xgb_d2": -1.86228346824646, "RegCM_P2_xgb_regularized": -13.874896049499512, "RegCM_P2_mlp_small": -2.2652575969696045, "RegCM_P2_ann_tanh": 0.18664668500423431, "RegCM_P4_ridge": 15.95228385925293, "RegCM_P4_xgb_d2": -9.357243537902832, "RegCM_P4_xgb_regularized": 13.102025032043457, "RegCM_P4_mlp_small": -23.67859649658203, "RegCM_P4_ann_tanh": 9.627840995788574, "clWRF_P2_ridge": 12.93101978302002, "clWRF_P2_xgb_d2": 0.14291660487651825, "clWRF_P2_xgb_regularized": 1.6874220371246338, "clWRF_P2_mlp_small": -17.576915740966797, "clWRF_P2_ann_tanh": -13.21291446685791, "clWRF_P4_ridge": -11.687307357788086, "clWRF_P4_xgb_d2": 19.749385833740234, "clWRF_P4_xgb_regularized": -20.992191314697266, "clWRF_P4_mlp_small": 8.988182067871094, "clWRF_P4_ann_tanh": 2.436403512954712}} R7 STACK_multi_source_lead1_pr_o_regional_stack_ridge
10 stack_ridge 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.81525899481494e-06, "weights": {"RegCM_P2_ridge": 10.915663719177246, "RegCM_P2_xgb_d2": 27.456748962402344, "RegCM_P2_xgb_regularized": -45.50832748413086, "RegCM_P2_mlp_small": -13.810132026672363, "RegCM_P2_ann_tanh": 12.647305488586426, "RegCM_P4_ridge": 26.21634864807129, "RegCM_P4_xgb_d2": -33.61447525024414, "RegCM_P4_xgb_regularized": 21.728002548217773, "RegCM_P4_mlp_small": 13.166378021240234, "RegCM_P4_ann_tanh": 1.5493830442428589, "clWRF_P2_ridge": -4.16705846786499, "clWRF_P2_xgb_d2": -2.9151532649993896, "clWRF_P2_xgb_regularized": 2.162421226501465, "clWRF_P2_mlp_small": 12.368185997009277, "clWRF_P2_ann_tanh": -7.529335975646973, "clWRF_P4_ridge": -10.626913070678711, "clWRF_P4_xgb_d2": 13.469239234924316, "clWRF_P4_xgb_regularized": -6.407798767089844, "clWRF_P4_mlp_small": -17.464069366455078, "clWRF_P4_ann_tanh": -0.8188107013702393}} R7 STACK_multi_source_lead1_pr_o_regional_stack_ridge
11 stack_ridge 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -8.489484571327921e-06, "weights": {"RegCM_P2_ridge": -9.164312362670898, "RegCM_P2_xgb_d2": 2.427931547164917, "RegCM_P2_xgb_regularized": -3.631849527359009, "RegCM_P2_mlp_small": -17.32788848876953, "RegCM_P2_ann_tanh": -0.7746204137802124, "RegCM_P4_ridge": 42.64244842529297, "RegCM_P4_xgb_d2": 5.009056568145752, "RegCM_P4_xgb_regularized": -17.398876190185547, "RegCM_P4_mlp_small": -16.1689510345459, "RegCM_P4_ann_tanh": -3.410496950149536, "clWRF_P2_ridge": -0.21041370928287506, "clWRF_P2_xgb_d2": 1.0077396631240845, "clWRF_P2_xgb_regularized": -11.667744636535645, "clWRF_P2_mlp_small": 6.6690354347229, "clWRF_P2_ann_tanh": 19.762378692626953, "clWRF_P4_ridge": 12.22270679473877, "clWRF_P4_xgb_d2": -32.43875503540039, "clWRF_P4_xgb_regularized": 40.514705657958984, "clWRF_P4_mlp_small": -0.3725002110004425, "clWRF_P4_ann_tanh": -6.808100700378418}} R7 STACK_multi_source_lead1_pr_o_regional_stack_ridge
12 stack_ridge 2816 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -8.731213711143937e-06, "weights": {"RegCM_P2_ridge": -13.963866233825684, "RegCM_P2_xgb_d2": 8.2487154006958, "RegCM_P2_xgb_regularized": -14.913581848144531, "RegCM_P2_mlp_small": -2.893876791000366, "RegCM_P2_ann_tanh": -1.3516556024551392, "RegCM_P4_ridge": 7.063237190246582, "RegCM_P4_xgb_d2": 27.25813865661621, "RegCM_P4_xgb_regularized": -30.185461044311523, "RegCM_P4_mlp_small": 1.3335784673690796, "RegCM_P4_ann_tanh": -1.2979633808135986, "clWRF_P2_ridge": 16.374771118164062, "clWRF_P2_xgb_d2": 1.1155261993408203, "clWRF_P2_xgb_regularized": -5.698102951049805, "clWRF_P2_mlp_small": -10.502474784851074, "clWRF_P2_ann_tanh": 5.702667713165283, "clWRF_P4_ridge": -6.236761093139648, "clWRF_P4_xgb_d2": 28.857574462890625, "clWRF_P4_xgb_regularized": -26.534652709960938, "clWRF_P4_mlp_small": -5.115680694580078, "clWRF_P4_ann_tanh": 0.27880117297172546}} R7 STACK_multi_source_lead1_pr_o_regional_stack_ridge
1 stack_elasticnet 15035 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.008158653974533081, "weights": {"RegCM_P2_ridge": -0.6196339130401611, "RegCM_P2_xgb_d2": -0.055958013981580734, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.1692173033952713, "RegCM_P2_ann_tanh": -0.0716216042637825, "RegCM_P4_ridge": -0.1301903873682022, "RegCM_P4_xgb_d2": -0.9656898379325867, "RegCM_P4_xgb_regularized": 1.0798462629318237, "RegCM_P4_mlp_small": 0.18210619688034058, "RegCM_P4_ann_tanh": -0.02722872979938984, "clWRF_P2_ridge": 0.017477629706263542, "clWRF_P2_xgb_d2": -0.012112000025808811, "clWRF_P2_xgb_regularized": -0.028237979859113693, "clWRF_P2_mlp_small": -0.08285170048475266, "clWRF_P2_ann_tanh": 0.07804790884256363, "clWRF_P4_ridge": 0.3004455864429474, "clWRF_P4_xgb_d2": -0.9179490804672241, "clWRF_P4_xgb_regularized": 0.9283650517463684, "clWRF_P4_mlp_small": 0.07215490192174911, "clWRF_P4_ann_tanh": -0.2615754008293152}} ALL STACK_multi_source_lead1_t2_o_national_stack_elasticnet
2 stack_elasticnet 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -5.464041663572061e-08, "weights": {"RegCM_P2_ridge": 0.07128815352916718, "RegCM_P2_xgb_d2": -0.8257117867469788, "RegCM_P2_xgb_regularized": 1.1526868343353271, "RegCM_P2_mlp_small": 0.03515372797846794, "RegCM_P2_ann_tanh": 0.042334143072366714, "RegCM_P4_ridge": 0.0683397427201271, "RegCM_P4_xgb_d2": 0.19340236485004425, "RegCM_P4_xgb_regularized": -0.6329211592674255, "RegCM_P4_mlp_small": -0.14374829828739166, "RegCM_P4_ann_tanh": 0.024489199742674828, "clWRF_P2_ridge": -0.7749565839767456, "clWRF_P2_xgb_d2": 0.5233464241027832, "clWRF_P2_xgb_regularized": -0.5904630422592163, "clWRF_P2_mlp_small": 0.14149531722068787, "clWRF_P2_ann_tanh": -0.0291354451328516, "clWRF_P4_ridge": 0.1670372039079666, "clWRF_P4_xgb_d2": -0.7224875688552856, "clWRF_P4_xgb_regularized": 0.4502638578414917, "clWRF_P4_mlp_small": 0.14136971533298492, "clWRF_P4_ann_tanh": 0.20644663274288177}} ALL STACK_multi_source_lead1_t2_o_national_stack_elasticnet
3 stack_elasticnet 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.5837660072293147e-08, "weights": {"RegCM_P2_ridge": 0.07605082541704178, "RegCM_P2_xgb_d2": -0.08492041379213333, "RegCM_P2_xgb_regularized": -0.030068807303905487, "RegCM_P2_mlp_small": -0.01304718293249607, "RegCM_P2_ann_tanh": 0.08146817982196808, "RegCM_P4_ridge": -0.21585360169410706, "RegCM_P4_xgb_d2": 0.05140247568488121, "RegCM_P4_xgb_regularized": 0.2906346023082733, "RegCM_P4_mlp_small": -0.27200719714164734, "RegCM_P4_ann_tanh": -0.1515716314315796, "clWRF_P2_ridge": 0.18324938416481018, "clWRF_P2_xgb_d2": 0.25426730513572693, "clWRF_P2_xgb_regularized": -0.501876711845398, "clWRF_P2_mlp_small": 0.15290211141109467, "clWRF_P2_ann_tanh": 0.002737414324656129, "clWRF_P4_ridge": 0.4427877366542816, "clWRF_P4_xgb_d2": -0.08700639009475708, "clWRF_P4_xgb_regularized": -0.019257420673966408, "clWRF_P4_mlp_small": 0.013458765111863613, "clWRF_P4_ann_tanh": -0.034294284880161285}} ALL STACK_multi_source_lead1_t2_o_national_stack_elasticnet
4 stack_elasticnet 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.7704809113515694e-08, "weights": {"RegCM_P2_ridge": -0.2774299681186676, "RegCM_P2_xgb_d2": -0.27664631605148315, "RegCM_P2_xgb_regularized": 0.4278471767902374, "RegCM_P2_mlp_small": -0.17011229693889618, "RegCM_P2_ann_tanh": 0.0626789927482605, "RegCM_P4_ridge": 0.009471788071095943, "RegCM_P4_xgb_d2": -0.6584845185279846, "RegCM_P4_xgb_regularized": 0.773770272731781, "RegCM_P4_mlp_small": -0.054839253425598145, "RegCM_P4_ann_tanh": -0.15296593308448792, "clWRF_P2_ridge": 0.44096794724464417, "clWRF_P2_xgb_d2": 0.4518386125564575, "clWRF_P2_xgb_regularized": -0.5521490573883057, "clWRF_P2_mlp_small": 0.08396438509225845, "clWRF_P2_ann_tanh": 0.0326838456094265, "clWRF_P4_ridge": -0.17424894869327545, "clWRF_P4_xgb_d2": 0.049916453659534454, "clWRF_P4_xgb_regularized": -0.00986747071146965, "clWRF_P4_mlp_small": -0.00364449224434793, "clWRF_P4_ann_tanh": 0.0697319507598877}} ALL STACK_multi_source_lead1_t2_o_national_stack_elasticnet
5 stack_elasticnet 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -4.972346978604492e-09, "weights": {"RegCM_P2_ridge": -0.4413292109966278, "RegCM_P2_xgb_d2": 0.13296405971050262, "RegCM_P2_xgb_regularized": -0.0903797373175621, "RegCM_P2_mlp_small": -0.0568653903901577, "RegCM_P2_ann_tanh": 0.049093347042798996, "RegCM_P4_ridge": 0.3474156856536865, "RegCM_P4_xgb_d2": -0.18078379333019257, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": -0.1202424019575119, "RegCM_P4_ann_tanh": 0.024658406153321266, "clWRF_P2_ridge": 0.1173328384757042, "clWRF_P2_xgb_d2": -0.06262186169624329, "clWRF_P2_xgb_regularized": -0.0, "clWRF_P2_mlp_small": -0.02296849712729454, "clWRF_P2_ann_tanh": 0.04544338583946228, "clWRF_P4_ridge": -0.11346282809972763, "clWRF_P4_xgb_d2": 0.31920522451400757, "clWRF_P4_xgb_regularized": -0.19290457665920258, "clWRF_P4_mlp_small": 0.14417195320129395, "clWRF_P4_ann_tanh": 0.025158893316984177}} ALL STACK_multi_source_lead1_t2_o_national_stack_elasticnet
6 stack_elasticnet 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 7.209472840941089e-08, "weights": {"RegCM_P2_ridge": -0.1555326133966446, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.04364738240838051, "RegCM_P2_mlp_small": 0.010861151851713657, "RegCM_P2_ann_tanh": -0.03038150630891323, "RegCM_P4_ridge": -0.02107967622578144, "RegCM_P4_xgb_d2": -0.057007499039173126, "RegCM_P4_xgb_regularized": 0.17004235088825226, "RegCM_P4_mlp_small": -0.04720047488808632, "RegCM_P4_ann_tanh": -0.05554423853754997, "clWRF_P2_ridge": 0.05063042417168617, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.047742314636707306, "clWRF_P2_mlp_small": -0.01953774131834507, "clWRF_P2_ann_tanh": 0.02419181540608406, "clWRF_P4_ridge": 0.17430822551250458, "clWRF_P4_xgb_d2": 0.24965153634548187, "clWRF_P4_xgb_regularized": -0.2753573954105377, "clWRF_P4_mlp_small": -0.02853616327047348, "clWRF_P4_ann_tanh": 0.020413342863321304}} ALL STACK_multi_source_lead1_t2_o_national_stack_elasticnet
7 stack_elasticnet 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 5.377179945753596e-08, "weights": {"RegCM_P2_ridge": -0.030212832614779472, "RegCM_P2_xgb_d2": 0.12590287625789642, "RegCM_P2_xgb_regularized": -0.12789246439933777, "RegCM_P2_mlp_small": -0.030534956604242325, "RegCM_P2_ann_tanh": -0.00911376066505909, "RegCM_P4_ridge": 0.03326915204524994, "RegCM_P4_xgb_d2": -0.03377225995063782, "RegCM_P4_xgb_regularized": -0.023816583678126335, "RegCM_P4_mlp_small": 0.04117623344063759, "RegCM_P4_ann_tanh": 0.05769740790128708, "clWRF_P2_ridge": -0.058902036398649216, "clWRF_P2_xgb_d2": -0.15849436819553375, "clWRF_P2_xgb_regularized": 0.1820230484008789, "clWRF_P2_mlp_small": 0.006348549388349056, "clWRF_P2_ann_tanh": 0.03264360874891281, "clWRF_P4_ridge": 0.0967845544219017, "clWRF_P4_xgb_d2": -0.28850868344306946, "clWRF_P4_xgb_regularized": 0.2739028334617615, "clWRF_P4_mlp_small": 0.0009663718519732356, "clWRF_P4_ann_tanh": -0.06820419430732727}} ALL STACK_multi_source_lead1_t2_o_national_stack_elasticnet
8 stack_elasticnet 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.7264147444961964e-08, "weights": {"RegCM_P2_ridge": 0.02263837493956089, "RegCM_P2_xgb_d2": 0.03690609335899353, "RegCM_P2_xgb_regularized": 0.01886131428182125, "RegCM_P2_mlp_small": -0.07186980545520782, "RegCM_P2_ann_tanh": 0.05107129365205765, "RegCM_P4_ridge": 0.07038699835538864, "RegCM_P4_xgb_d2": 0.25655269622802734, "RegCM_P4_xgb_regularized": -0.2858710289001465, "RegCM_P4_mlp_small": -0.006675553508102894, "RegCM_P4_ann_tanh": 0.014656726270914078, "clWRF_P2_ridge": -0.1956968754529953, "clWRF_P2_xgb_d2": -0.19469383358955383, "clWRF_P2_xgb_regularized": 0.11207275092601776, "clWRF_P2_mlp_small": 0.11629324406385422, "clWRF_P2_ann_tanh": -0.00522999232634902, "clWRF_P4_ridge": -0.008782395161688328, "clWRF_P4_xgb_d2": 0.18048705160617828, "clWRF_P4_xgb_regularized": -0.13649660348892212, "clWRF_P4_mlp_small": 0.03685362637042999, "clWRF_P4_ann_tanh": -0.03270143270492554}} ALL STACK_multi_source_lead1_t2_o_national_stack_elasticnet
9 stack_elasticnet 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 7.209888508441509e-08, "weights": {"RegCM_P2_ridge": -0.040631264448165894, "RegCM_P2_xgb_d2": -0.059071511030197144, "RegCM_P2_xgb_regularized": 0.06479427218437195, "RegCM_P2_mlp_small": 0.09744763374328613, "RegCM_P2_ann_tanh": 0.006621215026825666, "RegCM_P4_ridge": 0.061886031180620193, "RegCM_P4_xgb_d2": -0.013811432756483555, "RegCM_P4_xgb_regularized": -0.160305917263031, "RegCM_P4_mlp_small": -0.026102568954229355, "RegCM_P4_ann_tanh": 0.03002314828336239, "clWRF_P2_ridge": 0.07423006743192673, "clWRF_P2_xgb_d2": -0.012794330716133118, "clWRF_P2_xgb_regularized": -0.0955287292599678, "clWRF_P2_mlp_small": -0.012430449016392231, "clWRF_P2_ann_tanh": 0.06180962547659874, "clWRF_P4_ridge": -0.02683296799659729, "clWRF_P4_xgb_d2": -0.1600910872220993, "clWRF_P4_xgb_regularized": 0.26080697774887085, "clWRF_P4_mlp_small": -0.10858707129955292, "clWRF_P4_ann_tanh": -0.02339465543627739}} ALL STACK_multi_source_lead1_t2_o_national_stack_elasticnet
10 stack_elasticnet 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -8.486252056627563e-08, "weights": {"RegCM_P2_ridge": 0.0770554468035698, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": -0.02891596592962742, "RegCM_P2_mlp_small": -0.06661272794008255, "RegCM_P2_ann_tanh": 0.028146972879767418, "RegCM_P4_ridge": 0.045124951750040054, "RegCM_P4_xgb_d2": 0.5140925645828247, "RegCM_P4_xgb_regularized": -0.4098949432373047, "RegCM_P4_mlp_small": 0.06822238117456436, "RegCM_P4_ann_tanh": 0.005126954521983862, "clWRF_P2_ridge": -0.0277419351041317, "clWRF_P2_xgb_d2": -0.027118487283587456, "clWRF_P2_xgb_regularized": -0.0, "clWRF_P2_mlp_small": -0.10490281879901886, "clWRF_P2_ann_tanh": 0.07583872973918915, "clWRF_P4_ridge": -0.003423947375267744, "clWRF_P4_xgb_d2": 1.270985722541809, "clWRF_P4_xgb_regularized": -1.3797248601913452, "clWRF_P4_mlp_small": 0.05421513691544533, "clWRF_P4_ann_tanh": 0.04611954465508461}} ALL STACK_multi_source_lead1_t2_o_national_stack_elasticnet
11 stack_elasticnet 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.5351319859746582e-07, "weights": {"RegCM_P2_ridge": -0.13819582760334015, "RegCM_P2_xgb_d2": -0.03596808761358261, "RegCM_P2_xgb_regularized": 0.18287301063537598, "RegCM_P2_mlp_small": 0.0845271646976471, "RegCM_P2_ann_tanh": -0.10227596014738083, "RegCM_P4_ridge": 0.24057692289352417, "RegCM_P4_xgb_d2": -1.1601227521896362, "RegCM_P4_xgb_regularized": 1.1909265518188477, "RegCM_P4_mlp_small": -0.12678839266300201, "RegCM_P4_ann_tanh": 0.1770731806755066, "clWRF_P2_ridge": 0.19557131826877594, "clWRF_P2_xgb_d2": 0.4260866641998291, "clWRF_P2_xgb_regularized": -0.45107796788215637, "clWRF_P2_mlp_small": -0.15666277706623077, "clWRF_P2_ann_tanh": -0.06159591302275658, "clWRF_P4_ridge": 0.006247189827263355, "clWRF_P4_xgb_d2": -0.4909380078315735, "clWRF_P4_xgb_regularized": 0.42715054750442505, "clWRF_P4_mlp_small": -0.2138396054506302, "clWRF_P4_ann_tanh": 0.0851089358329773}} ALL STACK_multi_source_lead1_t2_o_national_stack_elasticnet
12 stack_elasticnet 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.3167256557599103e-08, "weights": {"RegCM_P2_ridge": -0.43110519647598267, "RegCM_P2_xgb_d2": -0.8027722239494324, "RegCM_P2_xgb_regularized": 0.8817765116691589, "RegCM_P2_mlp_small": -0.10597966611385345, "RegCM_P2_ann_tanh": 0.001745799439959228, "RegCM_P4_ridge": 0.30178529024124146, "RegCM_P4_xgb_d2": -0.0, "RegCM_P4_xgb_regularized": -0.18790537118911743, "RegCM_P4_mlp_small": 0.000931993592530489, "RegCM_P4_ann_tanh": 0.021099532023072243, "clWRF_P2_ridge": -0.24538545310497284, "clWRF_P2_xgb_d2": -0.1900421679019928, "clWRF_P2_xgb_regularized": 0.34260180592536926, "clWRF_P2_mlp_small": 0.1243615597486496, "clWRF_P2_ann_tanh": -0.06963604688644409, "clWRF_P4_ridge": -0.35436519980430603, "clWRF_P4_xgb_d2": 0.33801692724227905, "clWRF_P4_xgb_regularized": -0.3114822208881378, "clWRF_P4_mlp_small": -0.22146275639533997, "clWRF_P4_ann_tanh": 0.0948185846209526}} ALL STACK_multi_source_lead1_t2_o_national_stack_elasticnet
1 stack_mean 15035 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} ALL STACK_multi_source_lead1_t2_o_national_stack_mean
2 stack_mean 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} ALL STACK_multi_source_lead1_t2_o_national_stack_mean
3 stack_mean 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} ALL STACK_multi_source_lead1_t2_o_national_stack_mean
4 stack_mean 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} ALL STACK_multi_source_lead1_t2_o_national_stack_mean
5 stack_mean 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} ALL STACK_multi_source_lead1_t2_o_national_stack_mean
6 stack_mean 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} ALL STACK_multi_source_lead1_t2_o_national_stack_mean
7 stack_mean 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} ALL STACK_multi_source_lead1_t2_o_national_stack_mean
8 stack_mean 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} ALL STACK_multi_source_lead1_t2_o_national_stack_mean
9 stack_mean 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} ALL STACK_multi_source_lead1_t2_o_national_stack_mean
10 stack_mean 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} ALL STACK_multi_source_lead1_t2_o_national_stack_mean
11 stack_mean 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} ALL STACK_multi_source_lead1_t2_o_national_stack_mean
12 stack_mean 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0, "weights": {"RegCM_P2_ridge": 0.05, "RegCM_P2_xgb_d2": 0.05, "RegCM_P2_xgb_regularized": 0.05, "RegCM_P2_mlp_small": 0.05, "RegCM_P2_ann_tanh": 0.05, "RegCM_P4_ridge": 0.05, "RegCM_P4_xgb_d2": 0.05, "RegCM_P4_xgb_regularized": 0.05, "RegCM_P4_mlp_small": 0.05, "RegCM_P4_ann_tanh": 0.05, "clWRF_P2_ridge": 0.05, "clWRF_P2_xgb_d2": 0.05, "clWRF_P2_xgb_regularized": 0.05, "clWRF_P2_mlp_small": 0.05, "clWRF_P2_ann_tanh": 0.05, "clWRF_P4_ridge": 0.05, "clWRF_P4_xgb_d2": 0.05, "clWRF_P4_xgb_regularized": 0.05, "clWRF_P4_mlp_small": 0.05, "clWRF_P4_ann_tanh": 0.05}} ALL STACK_multi_source_lead1_t2_o_national_stack_mean
1 stack_nnls 15035 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.006333457306027412, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.08638589829206467, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.04852168262004852, "clWRF_P2_ann_tanh": 0.037322983145713806, "clWRF_P4_ridge": 0.3029015362262726, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.14268402755260468, "clWRF_P4_mlp_small": 0.03428030386567116, "clWRF_P4_ann_tanh": 0.0}} ALL STACK_multi_source_lead1_t2_o_national_stack_nnls
2 stack_nnls 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.00016209128079935908, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.09487185627222061, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.19143980741500854, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.012699995189905167, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.024781815707683563}} ALL STACK_multi_source_lead1_t2_o_national_stack_nnls
3 stack_nnls 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.02283618226647377, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.12102586030960083, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.19501805305480957, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.01475587859749794, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.5269743204116821, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} ALL STACK_multi_source_lead1_t2_o_national_stack_nnls
4 stack_nnls 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.004008674528449774, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.449972540140152, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.06877677142620087, "clWRF_P2_ann_tanh": 0.0380995087325573, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.04485032334923744}} ALL STACK_multi_source_lead1_t2_o_national_stack_nnls
5 stack_nnls 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.022352421656250954, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.5487934350967407, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.17150409519672394, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0979178249835968, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.06651483476161957, "clWRF_P4_ann_tanh": 0.03522610664367676}} ALL STACK_multi_source_lead1_t2_o_national_stack_nnls
6 stack_nnls 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.01855163648724556, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.014027928933501244, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.22019752860069275, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.05115648731589317, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.026179419830441475, "clWRF_P4_ridge": 0.6255666017532349, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.021502718329429626}} ALL STACK_multi_source_lead1_t2_o_national_stack_nnls
7 stack_nnls 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.007336390670388937, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.05477646365761757, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.03868210315704346, "clWRF_P4_ridge": 0.39729398488998413, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} ALL STACK_multi_source_lead1_t2_o_national_stack_nnls
8 stack_nnls 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.002382630482316017, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.03416032716631889, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.005049164406955242, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.17638516426086426, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.16259442269802094, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.10040690749883652, "clWRF_P4_ann_tanh": 0.0}} ALL STACK_multi_source_lead1_t2_o_national_stack_nnls
9 stack_nnls 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.0007987876306287944, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.14665384590625763, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} ALL STACK_multi_source_lead1_t2_o_national_stack_nnls
10 stack_nnls 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.02238531969487667, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.23966434597969055, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.08558720350265503, "RegCM_P4_ann_tanh": 0.028245769441127777, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.026503276079893112, "clWRF_P4_ann_tanh": 0.05876797437667847}} ALL STACK_multi_source_lead1_t2_o_national_stack_nnls
11 stack_nnls 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.006274903658777475, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.13635271787643433, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.27109581232070923, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.07477490603923798, "clWRF_P2_ridge": 0.10565030574798584, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.0, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} ALL STACK_multi_source_lead1_t2_o_national_stack_nnls
12 stack_nnls 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0007870042463764548, "weights": {"RegCM_P2_ridge": 0.0, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": 0.0, "RegCM_P2_mlp_small": 0.0, "RegCM_P2_ann_tanh": 0.0, "RegCM_P4_ridge": 0.0, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": 0.0, "RegCM_P4_mlp_small": 0.0, "RegCM_P4_ann_tanh": 0.0, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.3679932653903961, "clWRF_P2_mlp_small": 0.030315130949020386, "clWRF_P2_ann_tanh": 0.0, "clWRF_P4_ridge": 0.0, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.0}} ALL STACK_multi_source_lead1_t2_o_national_stack_nnls
1 stack_ridge 15035 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.008157777599990368, "weights": {"RegCM_P2_ridge": -0.6304630637168884, "RegCM_P2_xgb_d2": -0.16726814210414886, "RegCM_P2_xgb_regularized": 0.10489897429943085, "RegCM_P2_mlp_small": 0.16980186104774475, "RegCM_P2_ann_tanh": -0.06735812872648239, "RegCM_P4_ridge": -0.14000095427036285, "RegCM_P4_xgb_d2": -1.2258888483047485, "RegCM_P4_xgb_regularized": 1.3441239595413208, "RegCM_P4_mlp_small": 0.19169749319553375, "RegCM_P4_ann_tanh": -0.03126806765794754, "clWRF_P2_ridge": 0.02837851084768772, "clWRF_P2_xgb_d2": 0.012348170392215252, "clWRF_P2_xgb_regularized": -0.06205211579799652, "clWRF_P2_mlp_small": -0.07514054328203201, "clWRF_P2_ann_tanh": 0.08149101585149765, "clWRF_P4_ridge": 0.303498238325119, "clWRF_P4_xgb_d2": -1.2366999387741089, "clWRF_P4_xgb_regularized": 1.2524876594543457, "clWRF_P4_mlp_small": 0.06801842898130417, "clWRF_P4_ann_tanh": -0.26774027943611145}} ALL STACK_multi_source_lead1_t2_o_national_stack_ridge
2 stack_ridge 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -8.571470857532404e-07, "weights": {"RegCM_P2_ridge": 0.06911960989236832, "RegCM_P2_xgb_d2": -1.1650084257125854, "RegCM_P2_xgb_regularized": 1.5054199695587158, "RegCM_P2_mlp_small": 0.02858945168554783, "RegCM_P2_ann_tanh": 0.03972635045647621, "RegCM_P4_ridge": 0.07127587497234344, "RegCM_P4_xgb_d2": 0.2795789837837219, "RegCM_P4_xgb_regularized": -0.7302559018135071, "RegCM_P4_mlp_small": -0.13971655070781708, "RegCM_P4_ann_tanh": 0.02088538557291031, "clWRF_P2_ridge": -0.7788232564926147, "clWRF_P2_xgb_d2": 0.8857875466346741, "clWRF_P2_xgb_regularized": -0.9683858156204224, "clWRF_P2_mlp_small": 0.15030555427074432, "clWRF_P2_ann_tanh": -0.02602163888514042, "clWRF_P4_ridge": 0.1630348265171051, "clWRF_P4_xgb_d2": -0.8249469995498657, "clWRF_P4_xgb_regularized": 0.560032308101654, "clWRF_P4_mlp_small": 0.14600488543510437, "clWRF_P4_ann_tanh": 0.20743614435195923}} ALL STACK_multi_source_lead1_t2_o_national_stack_ridge
3 stack_ridge 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.9987263044640713e-07, "weights": {"RegCM_P2_ridge": 0.07998239248991013, "RegCM_P2_xgb_d2": -0.11263877153396606, "RegCM_P2_xgb_regularized": -0.0013922791695222259, "RegCM_P2_mlp_small": -0.019675763323903084, "RegCM_P2_ann_tanh": 0.08519236743450165, "RegCM_P4_ridge": -0.21965110301971436, "RegCM_P4_xgb_d2": 0.0017691691173240542, "RegCM_P4_xgb_regularized": 0.3397959768772125, "RegCM_P4_mlp_small": -0.27225378155708313, "RegCM_P4_ann_tanh": -0.1505713313817978, "clWRF_P2_ridge": 0.18106316030025482, "clWRF_P2_xgb_d2": 0.3756501376628876, "clWRF_P2_xgb_regularized": -0.6260669827461243, "clWRF_P2_mlp_small": 0.1606684774160385, "clWRF_P2_ann_tanh": 0.0012855833629146218, "clWRF_P4_ridge": 0.44617655873298645, "clWRF_P4_xgb_d2": -0.10643972456455231, "clWRF_P4_xgb_regularized": -0.002595106838271022, "clWRF_P4_mlp_small": 0.011935927905142307, "clWRF_P4_ann_tanh": -0.033573392778635025}} ALL STACK_multi_source_lead1_t2_o_national_stack_ridge
4 stack_ridge 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.2350059225573204e-07, "weights": {"RegCM_P2_ridge": -0.282351553440094, "RegCM_P2_xgb_d2": -0.5403371453285217, "RegCM_P2_xgb_regularized": 0.6923103928565979, "RegCM_P2_mlp_small": -0.16690003871917725, "RegCM_P2_ann_tanh": 0.06167227029800415, "RegCM_P4_ridge": 0.012928465381264687, "RegCM_P4_xgb_d2": -0.8129912614822388, "RegCM_P4_xgb_regularized": 0.9266259074211121, "RegCM_P4_mlp_small": -0.05244533717632294, "RegCM_P4_ann_tanh": -0.15476781129837036, "clWRF_P2_ridge": 0.45036807656288147, "clWRF_P2_xgb_d2": 0.6958034038543701, "clWRF_P2_xgb_regularized": -0.796298623085022, "clWRF_P2_mlp_small": 0.08006861060857773, "clWRF_P2_ann_tanh": 0.032508958131074905, "clWRF_P4_ridge": -0.17992714047431946, "clWRF_P4_xgb_d2": 0.062256861478090286, "clWRF_P4_xgb_regularized": -0.022718889638781548, "clWRF_P4_mlp_small": -0.0035396399907767773, "clWRF_P4_ann_tanh": 0.06924444437026978}} ALL STACK_multi_source_lead1_t2_o_national_stack_ridge
5 stack_ridge 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.9563091768759477e-07, "weights": {"RegCM_P2_ridge": -0.4398534297943115, "RegCM_P2_xgb_d2": 0.217506542801857, "RegCM_P2_xgb_regularized": -0.1755647361278534, "RegCM_P2_mlp_small": -0.0564739853143692, "RegCM_P2_ann_tanh": 0.0488591268658638, "RegCM_P4_ridge": 0.3478076756000519, "RegCM_P4_xgb_d2": -0.2317367047071457, "RegCM_P4_xgb_regularized": 0.049559418112039566, "RegCM_P4_mlp_small": -0.12102870643138885, "RegCM_P4_ann_tanh": 0.025533199310302734, "clWRF_P2_ridge": 0.11682595312595367, "clWRF_P2_xgb_d2": -0.07341242581605911, "clWRF_P2_xgb_regularized": 0.012457121163606644, "clWRF_P2_mlp_small": -0.023791583254933357, "clWRF_P2_ann_tanh": 0.045011430978775024, "clWRF_P4_ridge": -0.11241389065980911, "clWRF_P4_xgb_d2": 0.42322105169296265, "clWRF_P4_xgb_regularized": -0.2990154027938843, "clWRF_P4_mlp_small": 0.14779704809188843, "clWRF_P4_ann_tanh": 0.025566425174474716}} ALL STACK_multi_source_lead1_t2_o_national_stack_ridge
6 stack_ridge 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.383404194006289e-07, "weights": {"RegCM_P2_ridge": -0.15884189307689667, "RegCM_P2_xgb_d2": -0.01796656660735607, "RegCM_P2_xgb_regularized": 0.061906687915325165, "RegCM_P2_mlp_small": 0.011871889233589172, "RegCM_P2_ann_tanh": -0.031125862151384354, "RegCM_P4_ridge": -0.022347161546349525, "RegCM_P4_xgb_d2": -0.13179202377796173, "RegCM_P4_xgb_regularized": 0.2507590353488922, "RegCM_P4_mlp_small": -0.049869950860738754, "RegCM_P4_ann_tanh": -0.05777278169989586, "clWRF_P2_ridge": 0.05364583432674408, "clWRF_P2_xgb_d2": -0.09197192639112473, "clWRF_P2_xgb_regularized": 0.14367695152759552, "clWRF_P2_mlp_small": -0.023426687344908714, "clWRF_P2_ann_tanh": 0.024337509647011757, "clWRF_P4_ridge": 0.17348234355449677, "clWRF_P4_xgb_d2": 0.377337783575058, "clWRF_P4_xgb_regularized": -0.4066813290119171, "clWRF_P4_mlp_small": -0.029675332829356194, "clWRF_P4_ann_tanh": 0.021974170580506325}} ALL STACK_multi_source_lead1_t2_o_national_stack_ridge
7 stack_ridge 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -9.293115965647303e-08, "weights": {"RegCM_P2_ridge": -0.028315037488937378, "RegCM_P2_xgb_d2": 0.17903339862823486, "RegCM_P2_xgb_regularized": -0.18370220065116882, "RegCM_P2_mlp_small": -0.029455069452524185, "RegCM_P2_ann_tanh": -0.01001166831701994, "RegCM_P4_ridge": 0.03372931107878685, "RegCM_P4_xgb_d2": -0.036034949123859406, "RegCM_P4_xgb_regularized": -0.02288098633289337, "RegCM_P4_mlp_small": 0.04202582314610481, "RegCM_P4_ann_tanh": 0.057062551379203796, "clWRF_P2_ridge": -0.059912752360105515, "clWRF_P2_xgb_d2": -0.24034060537815094, "clWRF_P2_xgb_regularized": 0.2652634084224701, "clWRF_P2_mlp_small": 0.006343820132315159, "clWRF_P2_ann_tanh": 0.03254988044500351, "clWRF_P4_ridge": 0.09576966613531113, "clWRF_P4_xgb_d2": -0.37857791781425476, "clWRF_P4_xgb_regularized": 0.3638852834701538, "clWRF_P4_mlp_small": 0.0015290614683181047, "clWRF_P4_ann_tanh": -0.06863414496183395}} ALL STACK_multi_source_lead1_t2_o_national_stack_ridge
8 stack_ridge 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -7.382352151807936e-08, "weights": {"RegCM_P2_ridge": 0.02292303554713726, "RegCM_P2_xgb_d2": 0.04497033357620239, "RegCM_P2_xgb_regularized": 0.01205899566411972, "RegCM_P2_mlp_small": -0.07365047931671143, "RegCM_P2_ann_tanh": 0.05190640687942505, "RegCM_P4_ridge": 0.07140221446752548, "RegCM_P4_xgb_d2": 0.3252680003643036, "RegCM_P4_xgb_regularized": -0.3556695282459259, "RegCM_P4_mlp_small": -0.008590362966060638, "RegCM_P4_ann_tanh": 0.016171200200915337, "clWRF_P2_ridge": -0.1944255381822586, "clWRF_P2_xgb_d2": -0.24266132712364197, "clWRF_P2_xgb_regularized": 0.16424423456192017, "clWRF_P2_mlp_small": 0.11536911875009537, "clWRF_P2_ann_tanh": -0.007330494932830334, "clWRF_P4_ridge": -0.009370987303555012, "clWRF_P4_xgb_d2": 0.2482704073190689, "clWRF_P4_xgb_regularized": -0.2032477855682373, "clWRF_P4_mlp_small": 0.036776281893253326, "clWRF_P4_ann_tanh": -0.034609246999025345}} ALL STACK_multi_source_lead1_t2_o_national_stack_ridge
9 stack_ridge 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 7.136075055313995e-07, "weights": {"RegCM_P2_ridge": -0.04505065828561783, "RegCM_P2_xgb_d2": -0.1533905416727066, "RegCM_P2_xgb_regularized": 0.16197431087493896, "RegCM_P2_mlp_small": 0.09858497977256775, "RegCM_P2_ann_tanh": 0.004964502528309822, "RegCM_P4_ridge": 0.06598494201898575, "RegCM_P4_xgb_d2": -0.007191147189587355, "RegCM_P4_xgb_regularized": -0.16915827989578247, "RegCM_P4_mlp_small": -0.02671084739267826, "RegCM_P4_ann_tanh": 0.031014878302812576, "clWRF_P2_ridge": 0.0783662423491478, "clWRF_P2_xgb_d2": 0.007898028008639812, "clWRF_P2_xgb_regularized": -0.12257857620716095, "clWRF_P2_mlp_small": -0.013717785477638245, "clWRF_P2_ann_tanh": 0.06426829099655151, "clWRF_P4_ridge": -0.02959994226694107, "clWRF_P4_xgb_d2": -0.26942136883735657, "clWRF_P4_xgb_regularized": 0.37210553884506226, "clWRF_P4_mlp_small": -0.10976716876029968, "clWRF_P4_ann_tanh": -0.023066679015755653}} ALL STACK_multi_source_lead1_t2_o_national_stack_ridge
10 stack_ridge 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.5155306982705952e-06, "weights": {"RegCM_P2_ridge": 0.09839098155498505, "RegCM_P2_xgb_d2": 0.039571162313222885, "RegCM_P2_xgb_regularized": -0.07329750061035156, "RegCM_P2_mlp_small": -0.07851504534482956, "RegCM_P2_ann_tanh": 0.035188835114240646, "RegCM_P4_ridge": 0.036239784210920334, "RegCM_P4_xgb_d2": 0.6330530047416687, "RegCM_P4_xgb_regularized": -0.5267641544342041, "RegCM_P4_mlp_small": 0.0681452602148056, "RegCM_P4_ann_tanh": 0.006195656023919582, "clWRF_P2_ridge": -0.04662666842341423, "clWRF_P2_xgb_d2": -0.1432187259197235, "clWRF_P2_xgb_regularized": 0.12989750504493713, "clWRF_P2_mlp_small": -0.0998157262802124, "clWRF_P2_ann_tanh": 0.07240688055753708, "clWRF_P4_ridge": -0.0021929291542619467, "clWRF_P4_xgb_d2": 1.5607783794403076, "clWRF_P4_xgb_regularized": -1.6670325994491577, "clWRF_P4_mlp_small": 0.05304369702935219, "clWRF_P4_ann_tanh": 0.04189729690551758}} ALL STACK_multi_source_lead1_t2_o_national_stack_ridge
11 stack_ridge 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.6518984011781868e-06, "weights": {"RegCM_P2_ridge": -0.1414797604084015, "RegCM_P2_xgb_d2": -0.15252478420734406, "RegCM_P2_xgb_regularized": 0.2943154275417328, "RegCM_P2_mlp_small": 0.08700171113014221, "RegCM_P2_ann_tanh": -0.10351460427045822, "RegCM_P4_ridge": 0.2349734604358673, "RegCM_P4_xgb_d2": -1.4877277612686157, "RegCM_P4_xgb_regularized": 1.5214498043060303, "RegCM_P4_mlp_small": -0.1239653155207634, "RegCM_P4_ann_tanh": 0.1805352121591568, "clWRF_P2_ridge": 0.20111018419265747, "clWRF_P2_xgb_d2": 0.5854020118713379, "clWRF_P2_xgb_regularized": -0.6130393743515015, "clWRF_P2_mlp_small": -0.1555677354335785, "clWRF_P2_ann_tanh": -0.0656748116016388, "clWRF_P4_ridge": 0.005819996353238821, "clWRF_P4_xgb_d2": -0.6442294120788574, "clWRF_P4_xgb_regularized": 0.5790238380432129, "clWRF_P4_mlp_small": -0.20954112708568573, "clWRF_P4_ann_tanh": 0.08398406207561493}} ALL STACK_multi_source_lead1_t2_o_national_stack_ridge
12 stack_ridge 15520 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.2125303189568513e-07, "weights": {"RegCM_P2_ridge": -0.4388916492462158, "RegCM_P2_xgb_d2": -1.1349884271621704, "RegCM_P2_xgb_regularized": 1.2171680927276611, "RegCM_P2_mlp_small": -0.10906627774238586, "RegCM_P2_ann_tanh": 0.002328698756173253, "RegCM_P4_ridge": 0.30151087045669556, "RegCM_P4_xgb_d2": 0.04649675264954567, "RegCM_P4_xgb_regularized": -0.23394308984279633, "RegCM_P4_mlp_small": 0.002454649657011032, "RegCM_P4_ann_tanh": 0.021180234849452972, "clWRF_P2_ridge": -0.24073749780654907, "clWRF_P2_xgb_d2": -0.4902859926223755, "clWRF_P2_xgb_regularized": 0.6455801129341125, "clWRF_P2_mlp_small": 0.1205093041062355, "clWRF_P2_ann_tanh": -0.06962461769580841, "clWRF_P4_ridge": -0.3561762869358063, "clWRF_P4_xgb_d2": 0.4004754424095154, "clWRF_P4_xgb_regularized": -0.3735562562942505, "clWRF_P4_mlp_small": -0.22517427802085876, "clWRF_P4_ann_tanh": 0.09629542380571365}} ALL STACK_multi_source_lead1_t2_o_national_stack_ridge
1 stack_elasticnet 1395 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.0015919352881610394, "weights": {"RegCM_P2_ridge": 0.17578542232513428, "RegCM_P2_xgb_d2": 0.4827847182750702, "RegCM_P2_xgb_regularized": -0.4137788414955139, "RegCM_P2_mlp_small": -0.1335647702217102, "RegCM_P2_ann_tanh": 0.015600762329995632, "RegCM_P4_ridge": 0.011828826740384102, "RegCM_P4_xgb_d2": 0.1631021946668625, "RegCM_P4_xgb_regularized": 0.17979544401168823, "RegCM_P4_mlp_small": -0.14354366064071655, "RegCM_P4_ann_tanh": 0.14240363240242004, "clWRF_P2_ridge": -1.0450456142425537, "clWRF_P2_xgb_d2": -1.2524192333221436, "clWRF_P2_xgb_regularized": 1.1222478151321411, "clWRF_P2_mlp_small": 0.36730772256851196, "clWRF_P2_ann_tanh": -0.3933876156806946, "clWRF_P4_ridge": -0.058535512536764145, "clWRF_P4_xgb_d2": -1.0079349279403687, "clWRF_P4_xgb_regularized": 1.1307146549224854, "clWRF_P4_mlp_small": -0.13541199266910553, "clWRF_P4_ann_tanh": -0.3899841010570526}} R1 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
2 stack_elasticnet 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.35862728459324e-07, "weights": {"RegCM_P2_ridge": -0.915493369102478, "RegCM_P2_xgb_d2": 0.549270510673523, "RegCM_P2_xgb_regularized": -0.04834349453449249, "RegCM_P2_mlp_small": -0.05148891732096672, "RegCM_P2_ann_tanh": -0.10816137492656708, "RegCM_P4_ridge": -0.368452250957489, "RegCM_P4_xgb_d2": 0.6244893074035645, "RegCM_P4_xgb_regularized": -0.885003924369812, "RegCM_P4_mlp_small": -0.08672422170639038, "RegCM_P4_ann_tanh": -0.24161770939826965, "clWRF_P2_ridge": 0.8088287711143494, "clWRF_P2_xgb_d2": 0.5066646337509155, "clWRF_P2_xgb_regularized": -0.34844785928726196, "clWRF_P2_mlp_small": 0.30538150668144226, "clWRF_P2_ann_tanh": -0.2095889300107956, "clWRF_P4_ridge": -0.10097324103116989, "clWRF_P4_xgb_d2": 2.445650577545166, "clWRF_P4_xgb_regularized": -2.4196979999542236, "clWRF_P4_mlp_small": 0.23700520396232605, "clWRF_P4_ann_tanh": 0.13849876821041107}} R1 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
3 stack_elasticnet 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -3.0398626904570847e-07, "weights": {"RegCM_P2_ridge": 0.581040620803833, "RegCM_P2_xgb_d2": -0.6833284497261047, "RegCM_P2_xgb_regularized": 0.7523462176322937, "RegCM_P2_mlp_small": -0.5306612849235535, "RegCM_P2_ann_tanh": -0.3238871097564697, "RegCM_P4_ridge": -0.2831246256828308, "RegCM_P4_xgb_d2": 1.907025933265686, "RegCM_P4_xgb_regularized": -1.8912677764892578, "RegCM_P4_mlp_small": 0.01844070293009281, "RegCM_P4_ann_tanh": 0.18554916977882385, "clWRF_P2_ridge": -0.20699568092823029, "clWRF_P2_xgb_d2": 0.10204870998859406, "clWRF_P2_xgb_regularized": -0.5215585827827454, "clWRF_P2_mlp_small": 0.39662009477615356, "clWRF_P2_ann_tanh": 0.021778685972094536, "clWRF_P4_ridge": 0.5007971525192261, "clWRF_P4_xgb_d2": 0.7437483668327332, "clWRF_P4_xgb_regularized": -0.8119396567344666, "clWRF_P4_mlp_small": -0.3636608123779297, "clWRF_P4_ann_tanh": 0.057139839977025986}} R1 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
4 stack_elasticnet 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.2401369531289674e-07, "weights": {"RegCM_P2_ridge": -0.038229163736104965, "RegCM_P2_xgb_d2": -0.03397615998983383, "RegCM_P2_xgb_regularized": -0.255850225687027, "RegCM_P2_mlp_small": -0.07687564194202423, "RegCM_P2_ann_tanh": 0.14421989023685455, "RegCM_P4_ridge": 0.2869652211666107, "RegCM_P4_xgb_d2": 0.2574465572834015, "RegCM_P4_xgb_regularized": 0.11868878453969955, "RegCM_P4_mlp_small": -0.03983024135231972, "RegCM_P4_ann_tanh": -0.219046488404274, "clWRF_P2_ridge": 0.4705584645271301, "clWRF_P2_xgb_d2": -0.056685131043195724, "clWRF_P2_xgb_regularized": 0.010254569351673126, "clWRF_P2_mlp_small": -0.07625623047351837, "clWRF_P2_ann_tanh": -0.19481560587882996, "clWRF_P4_ridge": -0.754957914352417, "clWRF_P4_xgb_d2": 0.3700143098831177, "clWRF_P4_xgb_regularized": -0.4848063290119171, "clWRF_P4_mlp_small": 0.028518926352262497, "clWRF_P4_ann_tanh": 0.16919878125190735}} R1 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
5 stack_elasticnet 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -3.2157947771338513e-07, "weights": {"RegCM_P2_ridge": -0.26086288690567017, "RegCM_P2_xgb_d2": -0.30241456627845764, "RegCM_P2_xgb_regularized": 0.3732336163520813, "RegCM_P2_mlp_small": 0.10601300001144409, "RegCM_P2_ann_tanh": 0.04519902914762497, "RegCM_P4_ridge": 0.5463076233863831, "RegCM_P4_xgb_d2": 0.8430439233779907, "RegCM_P4_xgb_regularized": -1.188354253768921, "RegCM_P4_mlp_small": -0.010257702320814133, "RegCM_P4_ann_tanh": -0.041172970086336136, "clWRF_P2_ridge": -0.13763710856437683, "clWRF_P2_xgb_d2": -0.20567108690738678, "clWRF_P2_xgb_regularized": 0.35842445492744446, "clWRF_P2_mlp_small": -0.23648549616336823, "clWRF_P2_ann_tanh": 0.04078030586242676, "clWRF_P4_ridge": -0.2963477671146393, "clWRF_P4_xgb_d2": -1.0397225618362427, "clWRF_P4_xgb_regularized": 1.232933759689331, "clWRF_P4_mlp_small": 0.09129790216684341, "clWRF_P4_ann_tanh": 0.08446064591407776}} R1 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
6 stack_elasticnet 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 7.428311477042371e-08, "weights": {"RegCM_P2_ridge": -0.028165606781840324, "RegCM_P2_xgb_d2": -0.11754912883043289, "RegCM_P2_xgb_regularized": -0.0, "RegCM_P2_mlp_small": 0.02986663207411766, "RegCM_P2_ann_tanh": 0.14570657908916473, "RegCM_P4_ridge": 0.06964714825153351, "RegCM_P4_xgb_d2": 0.09343528747558594, "RegCM_P4_xgb_regularized": -0.1497945785522461, "RegCM_P4_mlp_small": -0.015254325233399868, "RegCM_P4_ann_tanh": -0.0011236483696848154, "clWRF_P2_ridge": -0.27294838428497314, "clWRF_P2_xgb_d2": 0.09705498069524765, "clWRF_P2_xgb_regularized": -0.1815720498561859, "clWRF_P2_mlp_small": -0.03376588597893715, "clWRF_P2_ann_tanh": 0.023017264902591705, "clWRF_P4_ridge": 0.03641575947403908, "clWRF_P4_xgb_d2": -0.08817754685878754, "clWRF_P4_xgb_regularized": 0.18516436219215393, "clWRF_P4_mlp_small": -0.00499891908839345, "clWRF_P4_ann_tanh": 0.03384590148925781}} R1 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
7 stack_elasticnet 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -5.3974350322505416e-08, "weights": {"RegCM_P2_ridge": 0.02749350480735302, "RegCM_P2_xgb_d2": -0.05862632393836975, "RegCM_P2_xgb_regularized": -0.05265175178647041, "RegCM_P2_mlp_small": 0.037944942712783813, "RegCM_P2_ann_tanh": -0.06195831671357155, "RegCM_P4_ridge": 0.06573532521724701, "RegCM_P4_xgb_d2": -0.02424672245979309, "RegCM_P4_xgb_regularized": 0.03758064657449722, "RegCM_P4_mlp_small": 0.1322983205318451, "RegCM_P4_ann_tanh": -0.07434389740228653, "clWRF_P2_ridge": -0.226308673620224, "clWRF_P2_xgb_d2": 0.10222728550434113, "clWRF_P2_xgb_regularized": -0.16377072036266327, "clWRF_P2_mlp_small": -0.03231314942240715, "clWRF_P2_ann_tanh": 0.18912829458713531, "clWRF_P4_ridge": -0.012949969619512558, "clWRF_P4_xgb_d2": 0.2398303598165512, "clWRF_P4_xgb_regularized": -0.23605777323246002, "clWRF_P4_mlp_small": -0.004921432584524155, "clWRF_P4_ann_tanh": 0.005482172127813101}} R1 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
8 stack_elasticnet 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.3514429042515985e-07, "weights": {"RegCM_P2_ridge": 0.007952675223350525, "RegCM_P2_xgb_d2": -0.07627111673355103, "RegCM_P2_xgb_regularized": 0.006012857425957918, "RegCM_P2_mlp_small": 0.06912937760353088, "RegCM_P2_ann_tanh": -0.04532582685351372, "RegCM_P4_ridge": -0.014696987345814705, "RegCM_P4_xgb_d2": 0.1364956945180893, "RegCM_P4_xgb_regularized": -0.19379232823848724, "RegCM_P4_mlp_small": 0.12428479641675949, "RegCM_P4_ann_tanh": -0.013501341454684734, "clWRF_P2_ridge": -0.27999255061149597, "clWRF_P2_xgb_d2": -0.023430366069078445, "clWRF_P2_xgb_regularized": 0.03340379148721695, "clWRF_P2_mlp_small": 0.0784640908241272, "clWRF_P2_ann_tanh": -0.012759248726069927, "clWRF_P4_ridge": -0.011846702545881271, "clWRF_P4_xgb_d2": 0.14580300450325012, "clWRF_P4_xgb_regularized": -0.13538758456707, "clWRF_P4_mlp_small": -0.006667705252766609, "clWRF_P4_ann_tanh": 0.056799598038196564}} R1 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
9 stack_elasticnet 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.695454099921335e-07, "weights": {"RegCM_P2_ridge": 0.3068297505378723, "RegCM_P2_xgb_d2": -0.015680011361837387, "RegCM_P2_xgb_regularized": 0.10180644690990448, "RegCM_P2_mlp_small": -0.12661990523338318, "RegCM_P2_ann_tanh": 0.06946156173944473, "RegCM_P4_ridge": 0.19421781599521637, "RegCM_P4_xgb_d2": -0.051482319831848145, "RegCM_P4_xgb_regularized": -0.02545960806310177, "RegCM_P4_mlp_small": -0.09672906249761581, "RegCM_P4_ann_tanh": 0.04891328886151314, "clWRF_P2_ridge": -0.34907498955726624, "clWRF_P2_xgb_d2": 0.07186724990606308, "clWRF_P2_xgb_regularized": -0.06258350610733032, "clWRF_P2_mlp_small": -0.14927983283996582, "clWRF_P2_ann_tanh": 0.131977379322052, "clWRF_P4_ridge": -0.016483431681990623, "clWRF_P4_xgb_d2": -0.3642551302909851, "clWRF_P4_xgb_regularized": 0.5353999733924866, "clWRF_P4_mlp_small": -0.35641688108444214, "clWRF_P4_ann_tanh": 0.11440354585647583}} R1 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
10 stack_elasticnet 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -4.3733950860769255e-07, "weights": {"RegCM_P2_ridge": -0.004118029028177261, "RegCM_P2_xgb_d2": 0.4881995916366577, "RegCM_P2_xgb_regularized": -0.6164627075195312, "RegCM_P2_mlp_small": -0.38770177960395813, "RegCM_P2_ann_tanh": -0.2509409785270691, "RegCM_P4_ridge": 0.09827137738466263, "RegCM_P4_xgb_d2": -0.9004268646240234, "RegCM_P4_xgb_regularized": 0.7016234993934631, "RegCM_P4_mlp_small": 0.047216642647981644, "RegCM_P4_ann_tanh": -0.12407995015382767, "clWRF_P2_ridge": 0.5999935865402222, "clWRF_P2_xgb_d2": 0.0787186399102211, "clWRF_P2_xgb_regularized": -0.338369756937027, "clWRF_P2_mlp_small": 0.34420427680015564, "clWRF_P2_ann_tanh": 0.009803099557757378, "clWRF_P4_ridge": -0.12174857407808304, "clWRF_P4_xgb_d2": 0.6957886815071106, "clWRF_P4_xgb_regularized": -0.724036455154419, "clWRF_P4_mlp_small": 0.20824681222438812, "clWRF_P4_ann_tanh": -0.06326732039451599}} R1 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
11 stack_elasticnet 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.6351788190149819e-07, "weights": {"RegCM_P2_ridge": -0.40781620144844055, "RegCM_P2_xgb_d2": 0.626854419708252, "RegCM_P2_xgb_regularized": -0.9383691549301147, "RegCM_P2_mlp_small": -0.1280006766319275, "RegCM_P2_ann_tanh": 0.06617814302444458, "RegCM_P4_ridge": -0.2760458290576935, "RegCM_P4_xgb_d2": -0.06361071020364761, "RegCM_P4_xgb_regularized": 0.008523509837687016, "RegCM_P4_mlp_small": 0.7505095601081848, "RegCM_P4_ann_tanh": -0.4759928286075592, "clWRF_P2_ridge": 0.5853750705718994, "clWRF_P2_xgb_d2": 0.1465797871351242, "clWRF_P2_xgb_regularized": 0.045748479664325714, "clWRF_P2_mlp_small": 0.15549816191196442, "clWRF_P2_ann_tanh": -0.1726522594690323, "clWRF_P4_ridge": -0.2490021139383316, "clWRF_P4_xgb_d2": -0.5055274367332458, "clWRF_P4_xgb_regularized": 0.27961936593055725, "clWRF_P4_mlp_small": 0.04366663470864296, "clWRF_P4_ann_tanh": 0.13937346637248993}} R1 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
12 stack_elasticnet 1440 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.46163324391091e-07, "weights": {"RegCM_P2_ridge": 0.5022280812263489, "RegCM_P2_xgb_d2": -0.0719175785779953, "RegCM_P2_xgb_regularized": -0.0, "RegCM_P2_mlp_small": -0.7892310619354248, "RegCM_P2_ann_tanh": 0.48352542519569397, "RegCM_P4_ridge": 0.27241775393486023, "RegCM_P4_xgb_d2": 1.1703591346740723, "RegCM_P4_xgb_regularized": -0.8175828456878662, "RegCM_P4_mlp_small": 0.08865807205438614, "RegCM_P4_ann_tanh": -0.0115358866751194, "clWRF_P2_ridge": -0.3776291012763977, "clWRF_P2_xgb_d2": 0.7024195194244385, "clWRF_P2_xgb_regularized": -0.7647819519042969, "clWRF_P2_mlp_small": 0.7363940477371216, "clWRF_P2_ann_tanh": -0.1933821141719818, "clWRF_P4_ridge": -0.5586419701576233, "clWRF_P4_xgb_d2": -1.2567672729492188, "clWRF_P4_xgb_regularized": 0.6175684928894043, "clWRF_P4_mlp_small": -0.31095758080482483, "clWRF_P4_ann_tanh": 0.04230041429400444}} R1 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
1 stack_elasticnet 2821 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.04489034414291382, "weights": {"RegCM_P2_ridge": -1.0905102491378784, "RegCM_P2_xgb_d2": -1.8665506839752197, "RegCM_P2_xgb_regularized": 2.060134172439575, "RegCM_P2_mlp_small": 0.22232140600681305, "RegCM_P2_ann_tanh": -0.25041064620018005, "RegCM_P4_ridge": 0.44373804330825806, "RegCM_P4_xgb_d2": -2.109473943710327, "RegCM_P4_xgb_regularized": 2.283299684524536, "RegCM_P4_mlp_small": -0.13240091502666473, "RegCM_P4_ann_tanh": -0.28991493582725525, "clWRF_P2_ridge": 0.13441777229309082, "clWRF_P2_xgb_d2": 0.12308720499277115, "clWRF_P2_xgb_regularized": -0.17351886630058289, "clWRF_P2_mlp_small": 0.20063212513923645, "clWRF_P2_ann_tanh": -0.1960267871618271, "clWRF_P4_ridge": 0.08988364785909653, "clWRF_P4_xgb_d2": -1.0712682008743286, "clWRF_P4_xgb_regularized": 1.0057696104049683, "clWRF_P4_mlp_small": -0.3916745185852051, "clWRF_P4_ann_tanh": 0.2974979877471924}} R2 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
2 stack_elasticnet 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -5.848155737453453e-08, "weights": {"RegCM_P2_ridge": -1.3804640769958496, "RegCM_P2_xgb_d2": 1.094225525856018, "RegCM_P2_xgb_regularized": -0.30261653661727905, "RegCM_P2_mlp_small": -0.015253583900630474, "RegCM_P2_ann_tanh": -0.021289458498358727, "RegCM_P4_ridge": -0.21125644445419312, "RegCM_P4_xgb_d2": -0.46798375248908997, "RegCM_P4_xgb_regularized": -0.15739469230175018, "RegCM_P4_mlp_small": -0.03130030632019043, "RegCM_P4_ann_tanh": -0.281089186668396, "clWRF_P2_ridge": 0.2049557864665985, "clWRF_P2_xgb_d2": 1.3701835870742798, "clWRF_P2_xgb_regularized": -1.2160940170288086, "clWRF_P2_mlp_small": -0.44436630606651306, "clWRF_P2_ann_tanh": -0.062277138233184814, "clWRF_P4_ridge": 0.09963219612836838, "clWRF_P4_xgb_d2": -2.8922035694122314, "clWRF_P4_xgb_regularized": 3.8841161727905273, "clWRF_P4_mlp_small": -0.14311325550079346, "clWRF_P4_ann_tanh": 0.13929206132888794}} R2 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
3 stack_elasticnet 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.3916663849377073e-07, "weights": {"RegCM_P2_ridge": 0.756855845451355, "RegCM_P2_xgb_d2": -0.8376259207725525, "RegCM_P2_xgb_regularized": 0.674345850944519, "RegCM_P2_mlp_small": -0.19869761168956757, "RegCM_P2_ann_tanh": 0.17637334764003754, "RegCM_P4_ridge": -0.28882646560668945, "RegCM_P4_xgb_d2": -0.44335848093032837, "RegCM_P4_xgb_regularized": 0.6679197549819946, "RegCM_P4_mlp_small": -0.6797620058059692, "RegCM_P4_ann_tanh": 0.17814916372299194, "clWRF_P2_ridge": -0.4449302852153778, "clWRF_P2_xgb_d2": -0.0, "clWRF_P2_xgb_regularized": 0.13339243829250336, "clWRF_P2_mlp_small": -0.0917523205280304, "clWRF_P2_ann_tanh": -0.1447204053401947, "clWRF_P4_ridge": 0.3422122895717621, "clWRF_P4_xgb_d2": -0.3149096965789795, "clWRF_P4_xgb_regularized": 0.3924660086631775, "clWRF_P4_mlp_small": 0.004540103953331709, "clWRF_P4_ann_tanh": -0.25481700897216797}} R2 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
4 stack_elasticnet 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.2775038271684025e-07, "weights": {"RegCM_P2_ridge": -0.4671713709831238, "RegCM_P2_xgb_d2": -0.2821168899536133, "RegCM_P2_xgb_regularized": 0.23636749386787415, "RegCM_P2_mlp_small": -0.03544646501541138, "RegCM_P2_ann_tanh": -0.00634485948830843, "RegCM_P4_ridge": -0.0032418433111160994, "RegCM_P4_xgb_d2": -0.08644178509712219, "RegCM_P4_xgb_regularized": -0.03090585395693779, "RegCM_P4_mlp_small": 0.11296252906322479, "RegCM_P4_ann_tanh": 0.12291673570871353, "clWRF_P2_ridge": 0.6047044992446899, "clWRF_P2_xgb_d2": 0.1359892338514328, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": 0.1402532160282135, "clWRF_P2_ann_tanh": -0.3278452754020691, "clWRF_P4_ridge": -0.4882262945175171, "clWRF_P4_xgb_d2": 0.2260400950908661, "clWRF_P4_xgb_regularized": 0.11243319511413574, "clWRF_P4_mlp_small": 0.04474571719765663, "clWRF_P4_ann_tanh": 0.012645469047129154}} R2 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
5 stack_elasticnet 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 3.188680466337246e-07, "weights": {"RegCM_P2_ridge": 0.39950045943260193, "RegCM_P2_xgb_d2": 0.2626430094242096, "RegCM_P2_xgb_regularized": -0.3759320080280304, "RegCM_P2_mlp_small": -0.06819095462560654, "RegCM_P2_ann_tanh": 0.030990364030003548, "RegCM_P4_ridge": 0.3153125047683716, "RegCM_P4_xgb_d2": 0.0, "RegCM_P4_xgb_regularized": -0.14773911237716675, "RegCM_P4_mlp_small": -0.22637152671813965, "RegCM_P4_ann_tanh": 0.07476690411567688, "clWRF_P2_ridge": -0.5842311382293701, "clWRF_P2_xgb_d2": 0.07363040000200272, "clWRF_P2_xgb_regularized": -0.1344054937362671, "clWRF_P2_mlp_small": 0.09650330245494843, "clWRF_P2_ann_tanh": -0.010817048139870167, "clWRF_P4_ridge": 0.009012138471007347, "clWRF_P4_xgb_d2": -0.4754467308521271, "clWRF_P4_xgb_regularized": 0.3383159339427948, "clWRF_P4_mlp_small": -0.019467031583189964, "clWRF_P4_ann_tanh": -0.01768176630139351}} R2 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
6 stack_elasticnet 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -7.970427873260633e-08, "weights": {"RegCM_P2_ridge": -0.021949930116534233, "RegCM_P2_xgb_d2": 0.2646411061286926, "RegCM_P2_xgb_regularized": -0.20812566578388214, "RegCM_P2_mlp_small": 0.013767950236797333, "RegCM_P2_ann_tanh": -0.019001098349690437, "RegCM_P4_ridge": -0.010432252660393715, "RegCM_P4_xgb_d2": 0.2084774523973465, "RegCM_P4_xgb_regularized": -0.24656665325164795, "RegCM_P4_mlp_small": 0.035952381789684296, "RegCM_P4_ann_tanh": -0.07124347239732742, "clWRF_P2_ridge": -0.15632261335849762, "clWRF_P2_xgb_d2": 0.17422008514404297, "clWRF_P2_xgb_regularized": -0.2540856599807739, "clWRF_P2_mlp_small": 0.030129719525575638, "clWRF_P2_ann_tanh": 0.005695469211786985, "clWRF_P4_ridge": 0.10187762975692749, "clWRF_P4_xgb_d2": -0.01350664347410202, "clWRF_P4_xgb_regularized": 0.07918201386928558, "clWRF_P4_mlp_small": 0.007798078935593367, "clWRF_P4_ann_tanh": -0.06580429524183273}} R2 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
7 stack_elasticnet 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.0137645151407924e-07, "weights": {"RegCM_P2_ridge": -0.2401597648859024, "RegCM_P2_xgb_d2": 0.6022746562957764, "RegCM_P2_xgb_regularized": -0.6067431569099426, "RegCM_P2_mlp_small": -0.020750602707266808, "RegCM_P2_ann_tanh": -0.088435098528862, "RegCM_P4_ridge": -0.011273710057139397, "RegCM_P4_xgb_d2": -0.058218419551849365, "RegCM_P4_xgb_regularized": 0.11249098926782608, "RegCM_P4_mlp_small": -0.11129406094551086, "RegCM_P4_ann_tanh": 0.14898183941841125, "clWRF_P2_ridge": 0.018905114382505417, "clWRF_P2_xgb_d2": 0.02408526837825775, "clWRF_P2_xgb_regularized": -0.03845604509115219, "clWRF_P2_mlp_small": 0.09129569679498672, "clWRF_P2_ann_tanh": -0.0032326674554497004, "clWRF_P4_ridge": 0.14906659722328186, "clWRF_P4_xgb_d2": -0.10005209594964981, "clWRF_P4_xgb_regularized": 0.1513443887233734, "clWRF_P4_mlp_small": -0.07977946847677231, "clWRF_P4_ann_tanh": -0.04430099576711655}} R2 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
8 stack_elasticnet 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.321854992715089e-07, "weights": {"RegCM_P2_ridge": -0.35170918703079224, "RegCM_P2_xgb_d2": -0.28771162033081055, "RegCM_P2_xgb_regularized": 0.2423376739025116, "RegCM_P2_mlp_small": 0.15952034294605255, "RegCM_P2_ann_tanh": -0.01609356515109539, "RegCM_P4_ridge": -0.020336246117949486, "RegCM_P4_xgb_d2": 0.32028666138648987, "RegCM_P4_xgb_regularized": -0.29804542660713196, "RegCM_P4_mlp_small": 0.04573095217347145, "RegCM_P4_ann_tanh": -0.03287556394934654, "clWRF_P2_ridge": 0.03364848718047142, "clWRF_P2_xgb_d2": 0.3142243027687073, "clWRF_P2_xgb_regularized": -0.30728331208229065, "clWRF_P2_mlp_small": 0.11270963400602341, "clWRF_P2_ann_tanh": 0.006928422022610903, "clWRF_P4_ridge": -0.0016161736566573381, "clWRF_P4_xgb_d2": -0.058617740869522095, "clWRF_P4_xgb_regularized": 0.08440554887056351, "clWRF_P4_mlp_small": 0.07144294679164886, "clWRF_P4_ann_tanh": 0.02138523757457733}} R2 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
9 stack_elasticnet 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -5.6650426571991375e-09, "weights": {"RegCM_P2_ridge": 0.047688886523246765, "RegCM_P2_xgb_d2": -0.020336205139756203, "RegCM_P2_xgb_regularized": 0.11116141080856323, "RegCM_P2_mlp_small": 0.053812425583601, "RegCM_P2_ann_tanh": -0.00174907804466784, "RegCM_P4_ridge": 0.08851125836372375, "RegCM_P4_xgb_d2": 0.32975271344184875, "RegCM_P4_xgb_regularized": -0.5155611634254456, "RegCM_P4_mlp_small": 0.0664273053407669, "RegCM_P4_ann_tanh": -0.11334630101919174, "clWRF_P2_ridge": -0.05029578134417534, "clWRF_P2_xgb_d2": 0.013567687943577766, "clWRF_P2_xgb_regularized": 0.00036347928107716143, "clWRF_P2_mlp_small": 0.08852578699588776, "clWRF_P2_ann_tanh": -0.00113519630394876, "clWRF_P4_ridge": -0.2539912164211273, "clWRF_P4_xgb_d2": 0.02671937830746174, "clWRF_P4_xgb_regularized": 0.024194076657295227, "clWRF_P4_mlp_small": -0.2004297375679016, "clWRF_P4_ann_tanh": 0.01713911071419716}} R2 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
10 stack_elasticnet 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.2107861380172835e-07, "weights": {"RegCM_P2_ridge": 0.16277021169662476, "RegCM_P2_xgb_d2": -0.0, "RegCM_P2_xgb_regularized": 0.14542758464813232, "RegCM_P2_mlp_small": -0.10031833499670029, "RegCM_P2_ann_tanh": -0.048964329063892365, "RegCM_P4_ridge": 0.2518881559371948, "RegCM_P4_xgb_d2": -0.4490776062011719, "RegCM_P4_xgb_regularized": 0.44023123383522034, "RegCM_P4_mlp_small": -0.14257508516311646, "RegCM_P4_ann_tanh": -0.04083706811070442, "clWRF_P2_ridge": -0.22377292811870575, "clWRF_P2_xgb_d2": -0.017124462872743607, "clWRF_P2_xgb_regularized": 0.24884308874607086, "clWRF_P2_mlp_small": -0.3027292788028717, "clWRF_P2_ann_tanh": -0.03488422930240631, "clWRF_P4_ridge": -0.3369472920894623, "clWRF_P4_xgb_d2": -0.24886392056941986, "clWRF_P4_xgb_regularized": 0.35471034049987793, "clWRF_P4_mlp_small": 0.1454908400774002, "clWRF_P4_ann_tanh": 0.10723262280225754}} R2 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
11 stack_elasticnet 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -3.2690161333448486e-07, "weights": {"RegCM_P2_ridge": 0.12022627145051956, "RegCM_P2_xgb_d2": 0.32701563835144043, "RegCM_P2_xgb_regularized": -0.16198566555976868, "RegCM_P2_mlp_small": 0.33308714628219604, "RegCM_P2_ann_tanh": -0.146046444773674, "RegCM_P4_ridge": -0.11567401885986328, "RegCM_P4_xgb_d2": -0.670800507068634, "RegCM_P4_xgb_regularized": 0.5714480876922607, "RegCM_P4_mlp_small": -0.10604086518287659, "RegCM_P4_ann_tanh": 0.221631720662117, "clWRF_P2_ridge": -0.06240337714552879, "clWRF_P2_xgb_d2": 0.38109150528907776, "clWRF_P2_xgb_regularized": -0.7545074224472046, "clWRF_P2_mlp_small": -0.011920325458049774, "clWRF_P2_ann_tanh": -0.040452390909194946, "clWRF_P4_ridge": -0.04416501894593239, "clWRF_P4_xgb_d2": 0.5158215761184692, "clWRF_P4_xgb_regularized": -0.3678724765777588, "clWRF_P4_mlp_small": -0.13080759346485138, "clWRF_P4_ann_tanh": 0.08216618001461029}} R2 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
12 stack_elasticnet 2912 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -9.783942545027458e-08, "weights": {"RegCM_P2_ridge": 0.025671780109405518, "RegCM_P2_xgb_d2": -0.03724813461303711, "RegCM_P2_xgb_regularized": -0.008124125190079212, "RegCM_P2_mlp_small": -0.6196449995040894, "RegCM_P2_ann_tanh": 0.5135616660118103, "RegCM_P4_ridge": 0.001089550438337028, "RegCM_P4_xgb_d2": 1.675797939300537, "RegCM_P4_xgb_regularized": -1.450857400894165, "RegCM_P4_mlp_small": -0.09380099177360535, "RegCM_P4_ann_tanh": 0.14496208727359772, "clWRF_P2_ridge": -0.5897490978240967, "clWRF_P2_xgb_d2": 0.66083163022995, "clWRF_P2_xgb_regularized": -0.6414251923561096, "clWRF_P2_mlp_small": 0.436783105134964, "clWRF_P2_ann_tanh": -0.3094039261341095, "clWRF_P4_ridge": -0.1029149740934372, "clWRF_P4_xgb_d2": -0.08958346396684647, "clWRF_P4_xgb_regularized": 0.057345081120729446, "clWRF_P4_mlp_small": -0.720710277557373, "clWRF_P4_ann_tanh": 0.24216468632221222}} R2 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
1 stack_elasticnet 1178 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.04557325690984726, "weights": {"RegCM_P2_ridge": -0.9192214012145996, "RegCM_P2_xgb_d2": 1.1715644598007202, "RegCM_P2_xgb_regularized": -1.4207159280776978, "RegCM_P2_mlp_small": 0.5397460460662842, "RegCM_P2_ann_tanh": -0.04846847802400589, "RegCM_P4_ridge": 0.6257482171058655, "RegCM_P4_xgb_d2": -4.305696487426758, "RegCM_P4_xgb_regularized": 4.15551233291626, "RegCM_P4_mlp_small": -0.45367154479026794, "RegCM_P4_ann_tanh": -0.14273548126220703, "clWRF_P2_ridge": 0.1551198810338974, "clWRF_P2_xgb_d2": 1.3107997179031372, "clWRF_P2_xgb_regularized": -1.1104625463485718, "clWRF_P2_mlp_small": 0.1658269464969635, "clWRF_P2_ann_tanh": -0.4752996861934662, "clWRF_P4_ridge": 0.24153530597686768, "clWRF_P4_xgb_d2": -1.5265010595321655, "clWRF_P4_xgb_regularized": 2.020674467086792, "clWRF_P4_mlp_small": -0.15860827267169952, "clWRF_P4_ann_tanh": -0.37440797686576843}} R3 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
2 stack_elasticnet 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -5.06061326177587e-07, "weights": {"RegCM_P2_ridge": 0.2290668487548828, "RegCM_P2_xgb_d2": 0.19479292631149292, "RegCM_P2_xgb_regularized": -0.06823835521936417, "RegCM_P2_mlp_small": 0.3645946979522705, "RegCM_P2_ann_tanh": 0.15224814414978027, "RegCM_P4_ridge": -0.14345507323741913, "RegCM_P4_xgb_d2": 1.9955313205718994, "RegCM_P4_xgb_regularized": -2.4241604804992676, "RegCM_P4_mlp_small": 0.28530770540237427, "RegCM_P4_ann_tanh": -0.6153055429458618, "clWRF_P2_ridge": -1.4100024700164795, "clWRF_P2_xgb_d2": -1.371071696281433, "clWRF_P2_xgb_regularized": 2.392210006713867, "clWRF_P2_mlp_small": -0.9085777401924133, "clWRF_P2_ann_tanh": -0.39722156524658203, "clWRF_P4_ridge": 0.007649325765669346, "clWRF_P4_xgb_d2": -2.8557279109954834, "clWRF_P4_xgb_regularized": 2.880523920059204, "clWRF_P4_mlp_small": -0.40766292810440063, "clWRF_P4_ann_tanh": 0.8521844148635864}} R3 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
3 stack_elasticnet 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -3.1150449331107666e-07, "weights": {"RegCM_P2_ridge": 1.5732232332229614, "RegCM_P2_xgb_d2": 0.6769630908966064, "RegCM_P2_xgb_regularized": -0.6775532364845276, "RegCM_P2_mlp_small": -0.2459135502576828, "RegCM_P2_ann_tanh": 0.08455101400613785, "RegCM_P4_ridge": -0.1045747771859169, "RegCM_P4_xgb_d2": -0.13485535979270935, "RegCM_P4_xgb_regularized": 0.9003103375434875, "RegCM_P4_mlp_small": -1.0088146924972534, "RegCM_P4_ann_tanh": -0.356899231672287, "clWRF_P2_ridge": -1.6432961225509644, "clWRF_P2_xgb_d2": -0.07927623391151428, "clWRF_P2_xgb_regularized": 0.0019065204542130232, "clWRF_P2_mlp_small": 0.5006058216094971, "clWRF_P2_ann_tanh": 0.11441195756196976, "clWRF_P4_ridge": 0.5898011326789856, "clWRF_P4_xgb_d2": 0.7447566390037537, "clWRF_P4_xgb_regularized": -0.8654224276542664, "clWRF_P4_mlp_small": -0.11690355837345123, "clWRF_P4_ann_tanh": -0.02036510966718197}} R3 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
4 stack_elasticnet 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -3.246765345465974e-07, "weights": {"RegCM_P2_ridge": 0.3813902735710144, "RegCM_P2_xgb_d2": -0.27250051498413086, "RegCM_P2_xgb_regularized": 0.290057897567749, "RegCM_P2_mlp_small": -0.12023045122623444, "RegCM_P2_ann_tanh": 0.030504880473017693, "RegCM_P4_ridge": -0.12335310876369476, "RegCM_P4_xgb_d2": -0.6857049465179443, "RegCM_P4_xgb_regularized": 0.9360516667366028, "RegCM_P4_mlp_small": -0.1179613247513771, "RegCM_P4_ann_tanh": -0.27743878960609436, "clWRF_P2_ridge": 0.07033192366361618, "clWRF_P2_xgb_d2": 0.32786035537719727, "clWRF_P2_xgb_regularized": -0.26720282435417175, "clWRF_P2_mlp_small": 0.012982724234461784, "clWRF_P2_ann_tanh": -0.08327818661928177, "clWRF_P4_ridge": -0.5062251687049866, "clWRF_P4_xgb_d2": -1.1259686946868896, "clWRF_P4_xgb_regularized": 1.2532645463943481, "clWRF_P4_mlp_small": 0.19160744547843933, "clWRF_P4_ann_tanh": 0.22146029770374298}} R3 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
5 stack_elasticnet 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 4.3362757651266293e-07, "weights": {"RegCM_P2_ridge": -0.015878308564424515, "RegCM_P2_xgb_d2": 0.05190027505159378, "RegCM_P2_xgb_regularized": -0.08486288785934448, "RegCM_P2_mlp_small": -0.062323614954948425, "RegCM_P2_ann_tanh": -0.009472226724028587, "RegCM_P4_ridge": 0.10566791146993637, "RegCM_P4_xgb_d2": 0.5964584350585938, "RegCM_P4_xgb_regularized": -0.9114279747009277, "RegCM_P4_mlp_small": 0.10913891345262527, "RegCM_P4_ann_tanh": 0.019461842253804207, "clWRF_P2_ridge": -0.14395666122436523, "clWRF_P2_xgb_d2": 0.1384127140045166, "clWRF_P2_xgb_regularized": -0.169894278049469, "clWRF_P2_mlp_small": -0.3748573958873749, "clWRF_P2_ann_tanh": 0.1349644809961319, "clWRF_P4_ridge": 0.25932541489601135, "clWRF_P4_xgb_d2": -0.0014038867084309459, "clWRF_P4_xgb_regularized": 0.0007035029702819884, "clWRF_P4_mlp_small": 0.1177683174610138, "clWRF_P4_ann_tanh": -0.21552501618862152}} R3 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
6 stack_elasticnet 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 5.013906445583416e-08, "weights": {"RegCM_P2_ridge": -0.23068024218082428, "RegCM_P2_xgb_d2": -0.05906882509589195, "RegCM_P2_xgb_regularized": 0.12593911588191986, "RegCM_P2_mlp_small": -0.08730895817279816, "RegCM_P2_ann_tanh": 0.028711125254631042, "RegCM_P4_ridge": -0.09969870001077652, "RegCM_P4_xgb_d2": 0.1338164508342743, "RegCM_P4_xgb_regularized": -0.15390893816947937, "RegCM_P4_mlp_small": 0.11281518638134003, "RegCM_P4_ann_tanh": -0.14710095524787903, "clWRF_P2_ridge": -0.08743924647569656, "clWRF_P2_xgb_d2": 0.014226148836314678, "clWRF_P2_xgb_regularized": -0.0451887771487236, "clWRF_P2_mlp_small": 0.006971961352974176, "clWRF_P2_ann_tanh": 0.07312244176864624, "clWRF_P4_ridge": 0.20774810016155243, "clWRF_P4_xgb_d2": 0.3878360688686371, "clWRF_P4_xgb_regularized": -0.40615028142929077, "clWRF_P4_mlp_small": -0.06901420652866364, "clWRF_P4_ann_tanh": 0.16642583906650543}} R3 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
7 stack_elasticnet 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.6552152715121338e-07, "weights": {"RegCM_P2_ridge": -0.12114840000867844, "RegCM_P2_xgb_d2": 0.30861103534698486, "RegCM_P2_xgb_regularized": -0.20774483680725098, "RegCM_P2_mlp_small": -0.23977729678153992, "RegCM_P2_ann_tanh": -0.03660030663013458, "RegCM_P4_ridge": -0.10977356135845184, "RegCM_P4_xgb_d2": -0.18411938846111298, "RegCM_P4_xgb_regularized": 0.158750519156456, "RegCM_P4_mlp_small": 0.035291869193315506, "RegCM_P4_ann_tanh": 0.050064925104379654, "clWRF_P2_ridge": -0.12085096538066864, "clWRF_P2_xgb_d2": 0.016840195283293724, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": -0.002794209634885192, "clWRF_P2_ann_tanh": -0.017351733520627022, "clWRF_P4_ridge": 0.256905198097229, "clWRF_P4_xgb_d2": -0.03424183279275894, "clWRF_P4_xgb_regularized": 0.043083857744932175, "clWRF_P4_mlp_small": -0.1266041100025177, "clWRF_P4_ann_tanh": 0.03140786290168762}} R3 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
8 stack_elasticnet 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.710008857320645e-07, "weights": {"RegCM_P2_ridge": -0.39208555221557617, "RegCM_P2_xgb_d2": -0.20408734679222107, "RegCM_P2_xgb_regularized": 0.2524551451206207, "RegCM_P2_mlp_small": 0.0988902598619461, "RegCM_P2_ann_tanh": 0.05776822566986084, "RegCM_P4_ridge": 0.1705024540424347, "RegCM_P4_xgb_d2": 0.022646041586995125, "RegCM_P4_xgb_regularized": -0.15279054641723633, "RegCM_P4_mlp_small": -0.022423015907406807, "RegCM_P4_ann_tanh": 0.04336965084075928, "clWRF_P2_ridge": 0.0, "clWRF_P2_xgb_d2": -0.054596271365880966, "clWRF_P2_xgb_regularized": 0.051607366651296616, "clWRF_P2_mlp_small": 0.09308774024248123, "clWRF_P2_ann_tanh": -0.0400388240814209, "clWRF_P4_ridge": -0.06986120343208313, "clWRF_P4_xgb_d2": -0.019144637510180473, "clWRF_P4_xgb_regularized": 0.15226617455482483, "clWRF_P4_mlp_small": -0.02062913030385971, "clWRF_P4_ann_tanh": 0.052221860736608505}} R3 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
9 stack_elasticnet 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 3.547591234109859e-07, "weights": {"RegCM_P2_ridge": -0.4824305474758148, "RegCM_P2_xgb_d2": -0.31782907247543335, "RegCM_P2_xgb_regularized": 0.3810200095176697, "RegCM_P2_mlp_small": 0.10001237690448761, "RegCM_P2_ann_tanh": -0.0344914011657238, "RegCM_P4_ridge": -0.09328555315732956, "RegCM_P4_xgb_d2": -0.5025151968002319, "RegCM_P4_xgb_regularized": 0.5142178535461426, "RegCM_P4_mlp_small": -0.0006546200020238757, "RegCM_P4_ann_tanh": -0.011372506618499756, "clWRF_P2_ridge": 0.23870189487934113, "clWRF_P2_xgb_d2": -0.1388898640871048, "clWRF_P2_xgb_regularized": 0.2589561641216278, "clWRF_P2_mlp_small": 0.1250942349433899, "clWRF_P2_ann_tanh": -0.024749726057052612, "clWRF_P4_ridge": -0.11069020628929138, "clWRF_P4_xgb_d2": 0.6649782657623291, "clWRF_P4_xgb_regularized": -0.5457220077514648, "clWRF_P4_mlp_small": -0.15628638863563538, "clWRF_P4_ann_tanh": -0.032144006341695786}} R3 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
10 stack_elasticnet 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -4.788176966030733e-07, "weights": {"RegCM_P2_ridge": 0.10638230293989182, "RegCM_P2_xgb_d2": -0.2692778408527374, "RegCM_P2_xgb_regularized": 0.48769640922546387, "RegCM_P2_mlp_small": -0.051669035106897354, "RegCM_P2_ann_tanh": -0.019542666152119637, "RegCM_P4_ridge": 0.4805136024951935, "RegCM_P4_xgb_d2": 1.2732166051864624, "RegCM_P4_xgb_regularized": -1.2933582067489624, "RegCM_P4_mlp_small": 0.04018295928835869, "RegCM_P4_ann_tanh": -0.12336226552724838, "clWRF_P2_ridge": -0.2920861542224884, "clWRF_P2_xgb_d2": -0.26874080300331116, "clWRF_P2_xgb_regularized": 0.3601958751678467, "clWRF_P2_mlp_small": 0.04088447988033295, "clWRF_P2_ann_tanh": -0.29092854261398315, "clWRF_P4_ridge": -0.03031311370432377, "clWRF_P4_xgb_d2": 0.4342932403087616, "clWRF_P4_xgb_regularized": -0.6394352316856384, "clWRF_P4_mlp_small": 0.15724311769008636, "clWRF_P4_ann_tanh": -0.05694657191634178}} R3 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
11 stack_elasticnet 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.2036485941280262e-07, "weights": {"RegCM_P2_ridge": 0.07404527813196182, "RegCM_P2_xgb_d2": 0.0845135971903801, "RegCM_P2_xgb_regularized": -0.3012356162071228, "RegCM_P2_mlp_small": -0.12259259819984436, "RegCM_P2_ann_tanh": 0.698033332824707, "RegCM_P4_ridge": 0.378159761428833, "RegCM_P4_xgb_d2": 0.3514263331890106, "RegCM_P4_xgb_regularized": -0.47878947854042053, "RegCM_P4_mlp_small": -0.5686380863189697, "RegCM_P4_ann_tanh": 0.3267945349216461, "clWRF_P2_ridge": -0.00930762942880392, "clWRF_P2_xgb_d2": 0.4222191572189331, "clWRF_P2_xgb_regularized": -0.7146220803260803, "clWRF_P2_mlp_small": -0.10721422731876373, "clWRF_P2_ann_tanh": -0.2254519760608673, "clWRF_P4_ridge": 0.05439398065209389, "clWRF_P4_xgb_d2": 1.078410029411316, "clWRF_P4_xgb_regularized": -0.9630519151687622, "clWRF_P4_mlp_small": -0.08971965312957764, "clWRF_P4_ann_tanh": -0.01158964354544878}} R3 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
12 stack_elasticnet 1216 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 4.721905355609124e-08, "weights": {"RegCM_P2_ridge": -0.045989036560058594, "RegCM_P2_xgb_d2": 0.5084406137466431, "RegCM_P2_xgb_regularized": -0.5620782375335693, "RegCM_P2_mlp_small": -0.11640200763940811, "RegCM_P2_ann_tanh": 0.09403040260076523, "RegCM_P4_ridge": 0.10668312758207321, "RegCM_P4_xgb_d2": 0.6274352669715881, "RegCM_P4_xgb_regularized": -0.44361498951911926, "RegCM_P4_mlp_small": 0.182743102312088, "RegCM_P4_ann_tanh": -0.018336549401283264, "clWRF_P2_ridge": -0.4764895439147949, "clWRF_P2_xgb_d2": 0.06004748493432999, "clWRF_P2_xgb_regularized": -0.11881373822689056, "clWRF_P2_mlp_small": 0.20873276889324188, "clWRF_P2_ann_tanh": 0.13489677011966705, "clWRF_P4_ridge": -0.20253345370292664, "clWRF_P4_xgb_d2": 1.0390996932983398, "clWRF_P4_xgb_regularized": -1.594058871269226, "clWRF_P4_mlp_small": -0.42976710200309753, "clWRF_P4_ann_tanh": -0.08495748788118362}} R3 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
1 stack_elasticnet 2387 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -0.0181060079485178, "weights": {"RegCM_P2_ridge": -0.49577972292900085, "RegCM_P2_xgb_d2": -0.7799451351165771, "RegCM_P2_xgb_regularized": 0.8265942931175232, "RegCM_P2_mlp_small": -0.335651159286499, "RegCM_P2_ann_tanh": -0.15402168035507202, "RegCM_P4_ridge": 0.3954394459724426, "RegCM_P4_xgb_d2": -0.9656772613525391, "RegCM_P4_xgb_regularized": 0.8775145411491394, "RegCM_P4_mlp_small": 0.23649708926677704, "RegCM_P4_ann_tanh": -0.5691475868225098, "clWRF_P2_ridge": -0.381078839302063, "clWRF_P2_xgb_d2": 0.09083342552185059, "clWRF_P2_xgb_regularized": -0.04168424755334854, "clWRF_P2_mlp_small": 0.28931233286857605, "clWRF_P2_ann_tanh": 0.14205491542816162, "clWRF_P4_ridge": 0.3882327079772949, "clWRF_P4_xgb_d2": -1.2284895181655884, "clWRF_P4_xgb_regularized": 1.1298270225524902, "clWRF_P4_mlp_small": 0.07564894109964371, "clWRF_P4_ann_tanh": -0.16861321032047272}} R4 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
2 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 4.525095320673245e-08, "weights": {"RegCM_P2_ridge": 1.2521480321884155, "RegCM_P2_xgb_d2": 0.32534903287887573, "RegCM_P2_xgb_regularized": -0.23337316513061523, "RegCM_P2_mlp_small": 0.4075799286365509, "RegCM_P2_ann_tanh": 0.10693757981061935, "RegCM_P4_ridge": -0.14568759500980377, "RegCM_P4_xgb_d2": 0.6234237551689148, "RegCM_P4_xgb_regularized": -1.025227665901184, "RegCM_P4_mlp_small": -0.3017951250076294, "RegCM_P4_ann_tanh": 0.05707155168056488, "clWRF_P2_ridge": -1.8067474365234375, "clWRF_P2_xgb_d2": 0.9018822908401489, "clWRF_P2_xgb_regularized": -1.3320531845092773, "clWRF_P2_mlp_small": 0.051710762083530426, "clWRF_P2_ann_tanh": 0.1452564001083374, "clWRF_P4_ridge": -0.04269961267709732, "clWRF_P4_xgb_d2": -1.377353549003601, "clWRF_P4_xgb_regularized": 0.9982175230979919, "clWRF_P4_mlp_small": 0.3451228141784668, "clWRF_P4_ann_tanh": -0.07538552582263947}} R4 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
3 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -8.947399976477755e-08, "weights": {"RegCM_P2_ridge": 0.14591795206069946, "RegCM_P2_xgb_d2": -0.16073884069919586, "RegCM_P2_xgb_regularized": 0.33643296360969543, "RegCM_P2_mlp_small": 0.05101344734430313, "RegCM_P2_ann_tanh": 0.025512969121336937, "RegCM_P4_ridge": 0.5050907135009766, "RegCM_P4_xgb_d2": 2.1829044818878174, "RegCM_P4_xgb_regularized": -2.178305149078369, "RegCM_P4_mlp_small": -0.21139001846313477, "RegCM_P4_ann_tanh": -0.30752071738243103, "clWRF_P2_ridge": -0.1320086270570755, "clWRF_P2_xgb_d2": 0.606306791305542, "clWRF_P2_xgb_regularized": -0.425314724445343, "clWRF_P2_mlp_small": 0.2450060397386551, "clWRF_P2_ann_tanh": -0.3312283456325531, "clWRF_P4_ridge": -0.03054928034543991, "clWRF_P4_xgb_d2": -1.818117618560791, "clWRF_P4_xgb_regularized": 2.0388031005859375, "clWRF_P4_mlp_small": -0.1285320371389389, "clWRF_P4_ann_tanh": 0.13143572211265564}} R4 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
4 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 9.301151493446014e-08, "weights": {"RegCM_P2_ridge": 0.33972716331481934, "RegCM_P2_xgb_d2": -0.10091670602560043, "RegCM_P2_xgb_regularized": 0.5563111901283264, "RegCM_P2_mlp_small": -0.1289006918668747, "RegCM_P2_ann_tanh": -0.295879065990448, "RegCM_P4_ridge": -0.09421508014202118, "RegCM_P4_xgb_d2": -1.0159626007080078, "RegCM_P4_xgb_regularized": 1.1420819759368896, "RegCM_P4_mlp_small": 0.13945502042770386, "RegCM_P4_ann_tanh": -0.2500206530094147, "clWRF_P2_ridge": -0.17909091711044312, "clWRF_P2_xgb_d2": -1.0115909576416016, "clWRF_P2_xgb_regularized": 1.2420148849487305, "clWRF_P2_mlp_small": -0.1648721694946289, "clWRF_P2_ann_tanh": -0.024131901562213898, "clWRF_P4_ridge": -0.21458493173122406, "clWRF_P4_xgb_d2": -0.597366452217102, "clWRF_P4_xgb_regularized": 0.5823777318000793, "clWRF_P4_mlp_small": -0.16886423528194427, "clWRF_P4_ann_tanh": 0.1807093471288681}} R4 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
5 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -5.852424465047079e-07, "weights": {"RegCM_P2_ridge": -0.47593754529953003, "RegCM_P2_xgb_d2": 0.07426939159631729, "RegCM_P2_xgb_regularized": 0.0243377685546875, "RegCM_P2_mlp_small": -0.06589508056640625, "RegCM_P2_ann_tanh": -0.0962071344256401, "RegCM_P4_ridge": 0.022148998454213142, "RegCM_P4_xgb_d2": 0.3951336443424225, "RegCM_P4_xgb_regularized": -0.2403215616941452, "RegCM_P4_mlp_small": -0.18506601452827454, "RegCM_P4_ann_tanh": 0.14771263301372528, "clWRF_P2_ridge": 0.18773211538791656, "clWRF_P2_xgb_d2": -0.0, "clWRF_P2_xgb_regularized": -0.03870391845703125, "clWRF_P2_mlp_small": 0.12324398010969162, "clWRF_P2_ann_tanh": -0.02947811223566532, "clWRF_P4_ridge": -0.0022828576620668173, "clWRF_P4_xgb_d2": 1.3612432479858398, "clWRF_P4_xgb_regularized": -1.0757519006729126, "clWRF_P4_mlp_small": 0.08330623060464859, "clWRF_P4_ann_tanh": -0.12326940149068832}} R4 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
6 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -9.850580084957983e-08, "weights": {"RegCM_P2_ridge": -0.16722726821899414, "RegCM_P2_xgb_d2": 0.11143972724676132, "RegCM_P2_xgb_regularized": -0.20730429887771606, "RegCM_P2_mlp_small": -0.07472705096006393, "RegCM_P2_ann_tanh": 0.062449436634778976, "RegCM_P4_ridge": -0.15164200961589813, "RegCM_P4_xgb_d2": -0.22638528048992157, "RegCM_P4_xgb_regularized": 0.2165345400571823, "RegCM_P4_mlp_small": 0.04943995922803879, "RegCM_P4_ann_tanh": 0.04887702316045761, "clWRF_P2_ridge": 0.019284479320049286, "clWRF_P2_xgb_d2": -0.15069401264190674, "clWRF_P2_xgb_regularized": 0.2132432907819748, "clWRF_P2_mlp_small": -0.017086466774344444, "clWRF_P2_ann_tanh": 0.025930117815732956, "clWRF_P4_ridge": 0.1887201964855194, "clWRF_P4_xgb_d2": 0.0, "clWRF_P4_xgb_regularized": 0.2711329460144043, "clWRF_P4_mlp_small": -0.12531360983848572, "clWRF_P4_ann_tanh": 0.014279820956289768}} R4 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
7 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 3.487921560463292e-07, "weights": {"RegCM_P2_ridge": 0.028863104060292244, "RegCM_P2_xgb_d2": -0.23864737153053284, "RegCM_P2_xgb_regularized": 0.11735931783914566, "RegCM_P2_mlp_small": -0.014114665798842907, "RegCM_P2_ann_tanh": 0.12939123809337616, "RegCM_P4_ridge": -0.1027173399925232, "RegCM_P4_xgb_d2": -0.5003153085708618, "RegCM_P4_xgb_regularized": 0.5005977153778076, "RegCM_P4_mlp_small": -0.2075805813074112, "RegCM_P4_ann_tanh": 0.20707298815250397, "clWRF_P2_ridge": -0.19709409773349762, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": 0.023041216656565666, "clWRF_P2_mlp_small": -0.07404087483882904, "clWRF_P2_ann_tanh": -0.011967884376645088, "clWRF_P4_ridge": 0.1669173687696457, "clWRF_P4_xgb_d2": 0.4776586592197418, "clWRF_P4_xgb_regularized": -0.5575302839279175, "clWRF_P4_mlp_small": 0.04902572184801102, "clWRF_P4_ann_tanh": -0.004205626901239157}} R4 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
8 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.131945950305635e-07, "weights": {"RegCM_P2_ridge": 0.05729898810386658, "RegCM_P2_xgb_d2": 0.41176870465278625, "RegCM_P2_xgb_regularized": -0.4834071099758148, "RegCM_P2_mlp_small": 0.17521916329860687, "RegCM_P2_ann_tanh": -0.14789244532585144, "RegCM_P4_ridge": 0.08717971295118332, "RegCM_P4_xgb_d2": 0.09254194796085358, "RegCM_P4_xgb_regularized": -0.08833691477775574, "RegCM_P4_mlp_small": -0.0032606259919703007, "RegCM_P4_ann_tanh": 0.025301240384578705, "clWRF_P2_ridge": -0.16316650807857513, "clWRF_P2_xgb_d2": -0.122376449406147, "clWRF_P2_xgb_regularized": 0.09823910146951675, "clWRF_P2_mlp_small": 0.009804844856262207, "clWRF_P2_ann_tanh": -0.031227437779307365, "clWRF_P4_ridge": -0.06513383984565735, "clWRF_P4_xgb_d2": -0.11084841191768646, "clWRF_P4_xgb_regularized": 0.24989978969097137, "clWRF_P4_mlp_small": -0.07949510216712952, "clWRF_P4_ann_tanh": -0.04552777484059334}} R4 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
9 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -3.5192792324778566e-07, "weights": {"RegCM_P2_ridge": -0.2964303493499756, "RegCM_P2_xgb_d2": -0.17459312081336975, "RegCM_P2_xgb_regularized": 0.20107068121433258, "RegCM_P2_mlp_small": -0.05837457999587059, "RegCM_P2_ann_tanh": 0.0059906719252467155, "RegCM_P4_ridge": 0.03149853274226189, "RegCM_P4_xgb_d2": 0.43644797801971436, "RegCM_P4_xgb_regularized": -0.4049087166786194, "RegCM_P4_mlp_small": -0.018935294821858406, "RegCM_P4_ann_tanh": -0.07313331216573715, "clWRF_P2_ridge": 0.18813718855381012, "clWRF_P2_xgb_d2": 0.06605121493339539, "clWRF_P2_xgb_regularized": -0.24445348978042603, "clWRF_P2_mlp_small": 0.03951516002416611, "clWRF_P2_ann_tanh": 0.13366460800170898, "clWRF_P4_ridge": 0.09157924354076385, "clWRF_P4_xgb_d2": -0.2437969148159027, "clWRF_P4_xgb_regularized": 0.2498714029788971, "clWRF_P4_mlp_small": -0.168294295668602, "clWRF_P4_ann_tanh": -0.02357937954366207}} R4 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
10 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.2742058902736062e-08, "weights": {"RegCM_P2_ridge": 0.3116643726825714, "RegCM_P2_xgb_d2": 0.318448543548584, "RegCM_P2_xgb_regularized": -0.5233694911003113, "RegCM_P2_mlp_small": 0.24781154096126556, "RegCM_P2_ann_tanh": -0.08043621480464935, "RegCM_P4_ridge": 0.015831155702471733, "RegCM_P4_xgb_d2": -0.35259896516799927, "RegCM_P4_xgb_regularized": 0.3662506341934204, "RegCM_P4_mlp_small": 0.16578423976898193, "RegCM_P4_ann_tanh": -0.15772433578968048, "clWRF_P2_ridge": -0.32785430550575256, "clWRF_P2_xgb_d2": 0.7834708094596863, "clWRF_P2_xgb_regularized": -0.7834957838058472, "clWRF_P2_mlp_small": -0.011266905814409256, "clWRF_P2_ann_tanh": -0.05647675693035126, "clWRF_P4_ridge": -0.1911056935787201, "clWRF_P4_xgb_d2": 0.7957925796508789, "clWRF_P4_xgb_regularized": -0.9233578443527222, "clWRF_P4_mlp_small": 0.4129149615764618, "clWRF_P4_ann_tanh": -0.02279328927397728}} R4 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
11 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 4.694312494279984e-08, "weights": {"RegCM_P2_ridge": 0.24388939142227173, "RegCM_P2_xgb_d2": 0.2216404229402542, "RegCM_P2_xgb_regularized": -0.14729245007038116, "RegCM_P2_mlp_small": 0.04237984120845795, "RegCM_P2_ann_tanh": 0.2964821755886078, "RegCM_P4_ridge": 0.471631795167923, "RegCM_P4_xgb_d2": -0.023141486570239067, "RegCM_P4_xgb_regularized": -0.08462315797805786, "RegCM_P4_mlp_small": -0.11537183821201324, "RegCM_P4_ann_tanh": 0.100736603140831, "clWRF_P2_ridge": 0.7659481167793274, "clWRF_P2_xgb_d2": 0.56565922498703, "clWRF_P2_xgb_regularized": -0.8933737277984619, "clWRF_P2_mlp_small": -0.45939117670059204, "clWRF_P2_ann_tanh": -0.6216164231300354, "clWRF_P4_ridge": -0.08701526373624802, "clWRF_P4_xgb_d2": 0.5460228323936462, "clWRF_P4_xgb_regularized": -1.0317431688308716, "clWRF_P4_mlp_small": 0.1793651282787323, "clWRF_P4_ann_tanh": 0.16754767298698425}} R4 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
12 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -7.524002398895391e-08, "weights": {"RegCM_P2_ridge": -0.45413801074028015, "RegCM_P2_xgb_d2": 0.5093237161636353, "RegCM_P2_xgb_regularized": -0.23406295478343964, "RegCM_P2_mlp_small": 0.02228458784520626, "RegCM_P2_ann_tanh": -0.14699482917785645, "RegCM_P4_ridge": 0.6309070587158203, "RegCM_P4_xgb_d2": 0.8445138335227966, "RegCM_P4_xgb_regularized": -1.5200666189193726, "RegCM_P4_mlp_small": 0.04768376797437668, "RegCM_P4_ann_tanh": -0.047669366002082825, "clWRF_P2_ridge": -0.19110897183418274, "clWRF_P2_xgb_d2": -0.05297045782208443, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": -0.5195840001106262, "clWRF_P2_ann_tanh": 0.8861257433891296, "clWRF_P4_ridge": -0.23096473515033722, "clWRF_P4_xgb_d2": 0.19738870859146118, "clWRF_P4_xgb_regularized": -0.45639359951019287, "clWRF_P4_mlp_small": -0.148781880736351, "clWRF_P4_ann_tanh": 0.26097577810287476}} R4 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
1 stack_elasticnet 2139 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.0412820465862751, "weights": {"RegCM_P2_ridge": -0.6451486945152283, "RegCM_P2_xgb_d2": -0.1952650398015976, "RegCM_P2_xgb_regularized": 0.26652824878692627, "RegCM_P2_mlp_small": 0.01768677495419979, "RegCM_P2_ann_tanh": -0.030407026410102844, "RegCM_P4_ridge": -0.16723006963729858, "RegCM_P4_xgb_d2": -0.12326356023550034, "RegCM_P4_xgb_regularized": 0.17871810495853424, "RegCM_P4_mlp_small": 0.0468718484044075, "RegCM_P4_ann_tanh": -0.05571231618523598, "clWRF_P2_ridge": 0.18693214654922485, "clWRF_P2_xgb_d2": 0.011303635314106941, "clWRF_P2_xgb_regularized": 0.0, "clWRF_P2_mlp_small": -0.025998910889029503, "clWRF_P2_ann_tanh": 0.0655820295214653, "clWRF_P4_ridge": 0.08354213088750839, "clWRF_P4_xgb_d2": -0.01559193804860115, "clWRF_P4_xgb_regularized": -0.08471067249774933, "clWRF_P4_mlp_small": 0.2365112602710724, "clWRF_P4_ann_tanh": -0.0888914242386818}} R5 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
2 stack_elasticnet 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -2.639473564158834e-07, "weights": {"RegCM_P2_ridge": -1.1213610172271729, "RegCM_P2_xgb_d2": 0.0005486580776050687, "RegCM_P2_xgb_regularized": 0.02457093819975853, "RegCM_P2_mlp_small": -0.11322876811027527, "RegCM_P2_ann_tanh": -0.04360426217317581, "RegCM_P4_ridge": -0.05005364492535591, "RegCM_P4_xgb_d2": 0.456256628036499, "RegCM_P4_xgb_regularized": -0.26650741696357727, "RegCM_P4_mlp_small": -0.006453392561525106, "RegCM_P4_ann_tanh": -0.28471294045448303, "clWRF_P2_ridge": 1.442660927772522, "clWRF_P2_xgb_d2": 0.07278135418891907, "clWRF_P2_xgb_regularized": -0.08148585259914398, "clWRF_P2_mlp_small": -0.26216763257980347, "clWRF_P2_ann_tanh": -0.19966380298137665, "clWRF_P4_ridge": 0.058994319289922714, "clWRF_P4_xgb_d2": -0.08755101263523102, "clWRF_P4_xgb_regularized": 0.09014926105737686, "clWRF_P4_mlp_small": 0.033081501722335815, "clWRF_P4_ann_tanh": 0.10468164831399918}} R5 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
3 stack_elasticnet 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 4.9207880437052154e-08, "weights": {"RegCM_P2_ridge": -0.013298777863383293, "RegCM_P2_xgb_d2": 0.1094430461525917, "RegCM_P2_xgb_regularized": -0.3682074546813965, "RegCM_P2_mlp_small": -0.1187707781791687, "RegCM_P2_ann_tanh": 0.2549949586391449, "RegCM_P4_ridge": -0.12488466501235962, "RegCM_P4_xgb_d2": -0.9520738124847412, "RegCM_P4_xgb_regularized": 1.3338996171951294, "RegCM_P4_mlp_small": -0.03605539724230766, "RegCM_P4_ann_tanh": 0.026671359315514565, "clWRF_P2_ridge": 0.1258377879858017, "clWRF_P2_xgb_d2": -0.3582730293273926, "clWRF_P2_xgb_regularized": 0.4715995490550995, "clWRF_P2_mlp_small": -0.1948382556438446, "clWRF_P2_ann_tanh": 0.12497211992740631, "clWRF_P4_ridge": 0.2502342760562897, "clWRF_P4_xgb_d2": -0.717814028263092, "clWRF_P4_xgb_regularized": 0.42163780331611633, "clWRF_P4_mlp_small": 0.14689400792121887, "clWRF_P4_ann_tanh": -0.13127093017101288}} R5 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
4 stack_elasticnet 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.3967267875614198e-07, "weights": {"RegCM_P2_ridge": -0.24495652318000793, "RegCM_P2_xgb_d2": -0.10449910163879395, "RegCM_P2_xgb_regularized": 0.16336514055728912, "RegCM_P2_mlp_small": 0.27749359607696533, "RegCM_P2_ann_tanh": -0.21648874878883362, "RegCM_P4_ridge": 0.03499364107847214, "RegCM_P4_xgb_d2": -0.4275663495063782, "RegCM_P4_xgb_regularized": 0.34292423725128174, "RegCM_P4_mlp_small": -0.11365535110235214, "RegCM_P4_ann_tanh": 0.04386872798204422, "clWRF_P2_ridge": 0.5422152876853943, "clWRF_P2_xgb_d2": 0.2662642300128937, "clWRF_P2_xgb_regularized": -0.311010479927063, "clWRF_P2_mlp_small": -0.11032047867774963, "clWRF_P2_ann_tanh": -0.03709454834461212, "clWRF_P4_ridge": -0.019518274813890457, "clWRF_P4_xgb_d2": 0.24103455245494843, "clWRF_P4_xgb_regularized": -0.39894577860832214, "clWRF_P4_mlp_small": -0.03414784371852875, "clWRF_P4_ann_tanh": 0.10082758963108063}} R5 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
5 stack_elasticnet 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 4.283187138298672e-08, "weights": {"RegCM_P2_ridge": -0.2681986689567566, "RegCM_P2_xgb_d2": 0.08119996637105942, "RegCM_P2_xgb_regularized": -0.19583289325237274, "RegCM_P2_mlp_small": 0.046031538397073746, "RegCM_P2_ann_tanh": 0.020684966817498207, "RegCM_P4_ridge": 0.17938734591007233, "RegCM_P4_xgb_d2": -0.7173845767974854, "RegCM_P4_xgb_regularized": 0.6878374218940735, "RegCM_P4_mlp_small": 0.029554814100265503, "RegCM_P4_ann_tanh": -0.04928422346711159, "clWRF_P2_ridge": 0.07062016427516937, "clWRF_P2_xgb_d2": -0.0, "clWRF_P2_xgb_regularized": -0.05569898337125778, "clWRF_P2_mlp_small": 0.05088789761066437, "clWRF_P2_ann_tanh": 0.00723965372890234, "clWRF_P4_ridge": 0.017742333933711052, "clWRF_P4_xgb_d2": 0.35850292444229126, "clWRF_P4_xgb_regularized": -0.3015819489955902, "clWRF_P4_mlp_small": 0.011526288464665413, "clWRF_P4_ann_tanh": -0.002180333947762847}} R5 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
6 stack_elasticnet 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.0639046621463422e-07, "weights": {"RegCM_P2_ridge": -0.09947283565998077, "RegCM_P2_xgb_d2": -0.32329055666923523, "RegCM_P2_xgb_regularized": 0.2230350226163864, "RegCM_P2_mlp_small": 0.05960850790143013, "RegCM_P2_ann_tanh": 0.0038829559925943613, "RegCM_P4_ridge": 0.30793195962905884, "RegCM_P4_xgb_d2": -0.23624283075332642, "RegCM_P4_xgb_regularized": 0.14312660694122314, "RegCM_P4_mlp_small": -0.10358157008886337, "RegCM_P4_ann_tanh": 0.010912096127867699, "clWRF_P2_ridge": 0.16714797914028168, "clWRF_P2_xgb_d2": 0.24442709982395172, "clWRF_P2_xgb_regularized": -0.27632585167884827, "clWRF_P2_mlp_small": -0.026034265756607056, "clWRF_P2_ann_tanh": -0.018771229311823845, "clWRF_P4_ridge": -0.06499050557613373, "clWRF_P4_xgb_d2": -0.3233751058578491, "clWRF_P4_xgb_regularized": 0.35739436745643616, "clWRF_P4_mlp_small": 0.015250537544488907, "clWRF_P4_ann_tanh": 0.029714999720454216}} R5 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
7 stack_elasticnet 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -7.144006275439096e-08, "weights": {"RegCM_P2_ridge": 0.06674087047576904, "RegCM_P2_xgb_d2": 0.02030796743929386, "RegCM_P2_xgb_regularized": -0.06872418522834778, "RegCM_P2_mlp_small": 0.06084343418478966, "RegCM_P2_ann_tanh": -0.013017162680625916, "RegCM_P4_ridge": 0.30735090374946594, "RegCM_P4_xgb_d2": -0.2688947021961212, "RegCM_P4_xgb_regularized": 0.17128470540046692, "RegCM_P4_mlp_small": -0.03129665181040764, "RegCM_P4_ann_tanh": 0.05122162029147148, "clWRF_P2_ridge": -0.06377521902322769, "clWRF_P2_xgb_d2": -0.016819873824715614, "clWRF_P2_xgb_regularized": -0.05077354609966278, "clWRF_P2_mlp_small": -0.013332135044038296, "clWRF_P2_ann_tanh": 0.01716984249651432, "clWRF_P4_ridge": -0.06257934868335724, "clWRF_P4_xgb_d2": 0.09440499544143677, "clWRF_P4_xgb_regularized": -0.2023078054189682, "clWRF_P4_mlp_small": 0.16855229437351227, "clWRF_P4_ann_tanh": 0.015846384689211845}} R5 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
8 stack_elasticnet 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.03526468567361e-07, "weights": {"RegCM_P2_ridge": -0.10000623017549515, "RegCM_P2_xgb_d2": 0.019169360399246216, "RegCM_P2_xgb_regularized": -0.019698133692145348, "RegCM_P2_mlp_small": -0.001964628230780363, "RegCM_P2_ann_tanh": 0.0593767985701561, "RegCM_P4_ridge": 0.1032414510846138, "RegCM_P4_xgb_d2": 0.15842153131961823, "RegCM_P4_xgb_regularized": -0.16846126317977905, "RegCM_P4_mlp_small": 0.012631538324058056, "RegCM_P4_ann_tanh": -0.01070445403456688, "clWRF_P2_ridge": -0.10442118346691132, "clWRF_P2_xgb_d2": -0.025072695687413216, "clWRF_P2_xgb_regularized": 0.10037120431661606, "clWRF_P2_mlp_small": -0.0030815484933555126, "clWRF_P2_ann_tanh": -0.009312276728451252, "clWRF_P4_ridge": -0.035058751702308655, "clWRF_P4_xgb_d2": 0.10400770604610443, "clWRF_P4_xgb_regularized": -0.15522421896457672, "clWRF_P4_mlp_small": -0.11445657908916473, "clWRF_P4_ann_tanh": 0.03407810628414154}} R5 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
9 stack_elasticnet 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.5612798165420827e-07, "weights": {"RegCM_P2_ridge": -0.08091382682323456, "RegCM_P2_xgb_d2": 0.0, "RegCM_P2_xgb_regularized": -0.03778812289237976, "RegCM_P2_mlp_small": 0.05383049324154854, "RegCM_P2_ann_tanh": 0.08513956516981125, "RegCM_P4_ridge": 0.05708175152540207, "RegCM_P4_xgb_d2": 0.17199353873729706, "RegCM_P4_xgb_regularized": -0.15411993861198425, "RegCM_P4_mlp_small": -0.04187841713428497, "RegCM_P4_ann_tanh": 0.02109956182539463, "clWRF_P2_ridge": 0.059346359223127365, "clWRF_P2_xgb_d2": 0.0727585181593895, "clWRF_P2_xgb_regularized": -0.18261407315731049, "clWRF_P2_mlp_small": -0.010458068922162056, "clWRF_P2_ann_tanh": 0.03392186388373375, "clWRF_P4_ridge": 0.0019689069595187902, "clWRF_P4_xgb_d2": -0.0, "clWRF_P4_xgb_regularized": 0.07385703176259995, "clWRF_P4_mlp_small": 0.01282749604433775, "clWRF_P4_ann_tanh": 0.026142282411456108}} R5 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
10 stack_elasticnet 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 4.125195687265659e-07, "weights": {"RegCM_P2_ridge": 0.0815729945898056, "RegCM_P2_xgb_d2": 0.5153307914733887, "RegCM_P2_xgb_regularized": -0.4985983967781067, "RegCM_P2_mlp_small": -0.1017812192440033, "RegCM_P2_ann_tanh": 0.18024471402168274, "RegCM_P4_ridge": 0.059415776282548904, "RegCM_P4_xgb_d2": 0.6914840340614319, "RegCM_P4_xgb_regularized": -0.7297915816307068, "RegCM_P4_mlp_small": -0.03543948382139206, "RegCM_P4_ann_tanh": -0.007916780188679695, "clWRF_P2_ridge": 0.0032249887008219957, "clWRF_P2_xgb_d2": 0.15577958524227142, "clWRF_P2_xgb_regularized": -0.33446961641311646, "clWRF_P2_mlp_small": -0.12107644230127335, "clWRF_P2_ann_tanh": 0.2382950335741043, "clWRF_P4_ridge": 0.01109140645712614, "clWRF_P4_xgb_d2": -0.2156767100095749, "clWRF_P4_xgb_regularized": 0.29469242691993713, "clWRF_P4_mlp_small": -0.006232311949133873, "clWRF_P4_ann_tanh": -0.07268904894590378}} R5 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
11 stack_elasticnet 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.5925222029977704e-08, "weights": {"RegCM_P2_ridge": -0.057650815695524216, "RegCM_P2_xgb_d2": -0.46222251653671265, "RegCM_P2_xgb_regularized": 0.41430988907814026, "RegCM_P2_mlp_small": 0.12730902433395386, "RegCM_P2_ann_tanh": -0.16318491101264954, "RegCM_P4_ridge": 0.2022368460893631, "RegCM_P4_xgb_d2": -0.3838258981704712, "RegCM_P4_xgb_regularized": 0.5545134544372559, "RegCM_P4_mlp_small": 0.004389758687466383, "RegCM_P4_ann_tanh": 0.08755254745483398, "clWRF_P2_ridge": 0.7166512608528137, "clWRF_P2_xgb_d2": -0.4935937225818634, "clWRF_P2_xgb_regularized": 0.5519377589225769, "clWRF_P2_mlp_small": -0.182328999042511, "clWRF_P2_ann_tanh": -0.41854986548423767, "clWRF_P4_ridge": -0.04445784538984299, "clWRF_P4_xgb_d2": 0.42405033111572266, "clWRF_P4_xgb_regularized": -0.5378930568695068, "clWRF_P4_mlp_small": 0.08093077689409256, "clWRF_P4_ann_tanh": -0.09776555001735687}} R5 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
12 stack_elasticnet 2208 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -6.248107098372202e-08, "weights": {"RegCM_P2_ridge": -0.5754327178001404, "RegCM_P2_xgb_d2": -0.6142574548721313, "RegCM_P2_xgb_regularized": 0.7950529456138611, "RegCM_P2_mlp_small": -0.3749198615550995, "RegCM_P2_ann_tanh": 0.204917773604393, "RegCM_P4_ridge": -0.021463826298713684, "RegCM_P4_xgb_d2": 0.04108433052897453, "RegCM_P4_xgb_regularized": -0.12468502670526505, "RegCM_P4_mlp_small": 0.04295872896909714, "RegCM_P4_ann_tanh": 0.09115996956825256, "clWRF_P2_ridge": 0.3835824131965637, "clWRF_P2_xgb_d2": 0.15030896663665771, "clWRF_P2_xgb_regularized": 0.04854879155755043, "clWRF_P2_mlp_small": -0.20114274322986603, "clWRF_P2_ann_tanh": 0.0075703877955675125, "clWRF_P4_ridge": 0.2689647078514099, "clWRF_P4_xgb_d2": -0.3590257465839386, "clWRF_P4_xgb_regularized": 0.38607653975486755, "clWRF_P4_mlp_small": -0.22788368165493011, "clWRF_P4_ann_tanh": 0.06164604425430298}} R5 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
1 stack_elasticnet 2387 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 0.06125475466251373, "weights": {"RegCM_P2_ridge": -0.42176181077957153, "RegCM_P2_xgb_d2": 0.16450417041778564, "RegCM_P2_xgb_regularized": -0.1208709329366684, "RegCM_P2_mlp_small": -0.044585540890693665, "RegCM_P2_ann_tanh": -0.041742097586393356, "RegCM_P4_ridge": 0.08616794645786285, "RegCM_P4_xgb_d2": 0.2899603843688965, "RegCM_P4_xgb_regularized": -0.37836599349975586, "RegCM_P4_mlp_small": -0.0542302206158638, "RegCM_P4_ann_tanh": -0.12892137467861176, "clWRF_P2_ridge": -0.10970347374677658, "clWRF_P2_xgb_d2": 0.042267899960279465, "clWRF_P2_xgb_regularized": -0.06236506253480911, "clWRF_P2_mlp_small": -0.13967835903167725, "clWRF_P2_ann_tanh": 0.25464752316474915, "clWRF_P4_ridge": -0.09266413003206253, "clWRF_P4_xgb_d2": 0.5604455471038818, "clWRF_P4_xgb_regularized": -0.47130465507507324, "clWRF_P4_mlp_small": 0.06476055830717087, "clWRF_P4_ann_tanh": -0.021783586591482162}} R6 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
2 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 1.127098414599459e-08, "weights": {"RegCM_P2_ridge": -0.8106895089149475, "RegCM_P2_xgb_d2": 0.07887318730354309, "RegCM_P2_xgb_regularized": -0.10774843394756317, "RegCM_P2_mlp_small": 0.0009273616597056389, "RegCM_P2_ann_tanh": -0.05729854851961136, "RegCM_P4_ridge": -0.07394959032535553, "RegCM_P4_xgb_d2": -1.0508887767791748, "RegCM_P4_xgb_regularized": 1.103965163230896, "RegCM_P4_mlp_small": -0.0683608427643776, "RegCM_P4_ann_tanh": 0.16529887914657593, "clWRF_P2_ridge": 0.8883007168769836, "clWRF_P2_xgb_d2": 0.0861012265086174, "clWRF_P2_xgb_regularized": -0.1625382900238037, "clWRF_P2_mlp_small": -0.4649670124053955, "clWRF_P2_ann_tanh": 0.23524223268032074, "clWRF_P4_ridge": 0.1134783923625946, "clWRF_P4_xgb_d2": -0.13322460651397705, "clWRF_P4_xgb_regularized": 0.23101454973220825, "clWRF_P4_mlp_small": 0.1740831434726715, "clWRF_P4_ann_tanh": -0.2441662847995758}} R6 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
3 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.982365288062283e-08, "weights": {"RegCM_P2_ridge": -0.010386497713625431, "RegCM_P2_xgb_d2": 0.19068728387355804, "RegCM_P2_xgb_regularized": -0.3864692449569702, "RegCM_P2_mlp_small": 0.023715054616332054, "RegCM_P2_ann_tanh": 0.1021023690700531, "RegCM_P4_ridge": 0.24832020699977875, "RegCM_P4_xgb_d2": -0.009686801582574844, "RegCM_P4_xgb_regularized": 0.12404493242502213, "RegCM_P4_mlp_small": 0.04119265079498291, "RegCM_P4_ann_tanh": -0.08116044849157333, "clWRF_P2_ridge": -0.04870544746518135, "clWRF_P2_xgb_d2": -0.06634432822465897, "clWRF_P2_xgb_regularized": 0.0723697617650032, "clWRF_P2_mlp_small": 0.25821855664253235, "clWRF_P2_ann_tanh": -0.11644958704710007, "clWRF_P4_ridge": 0.16644936800003052, "clWRF_P4_xgb_d2": -0.4695529043674469, "clWRF_P4_xgb_regularized": 0.28377610445022583, "clWRF_P4_mlp_small": 0.01415790244936943, "clWRF_P4_ann_tanh": -0.09389325231313705}} R6 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
4 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.2754135525483434e-07, "weights": {"RegCM_P2_ridge": -0.07721304893493652, "RegCM_P2_xgb_d2": -0.4465752840042114, "RegCM_P2_xgb_regularized": 0.4576326310634613, "RegCM_P2_mlp_small": 0.16209827363491058, "RegCM_P2_ann_tanh": -0.003152770223096013, "RegCM_P4_ridge": -0.06298770755529404, "RegCM_P4_xgb_d2": -0.23645485937595367, "RegCM_P4_xgb_regularized": 0.1517411172389984, "RegCM_P4_mlp_small": 0.0844740942120552, "RegCM_P4_ann_tanh": -0.019358152523636818, "clWRF_P2_ridge": 0.49217671155929565, "clWRF_P2_xgb_d2": 0.0, "clWRF_P2_xgb_regularized": -0.16522814333438873, "clWRF_P2_mlp_small": 0.03670281544327736, "clWRF_P2_ann_tanh": 0.08055848628282547, "clWRF_P4_ridge": -0.052807990461587906, "clWRF_P4_xgb_d2": -0.3491276204586029, "clWRF_P4_xgb_regularized": 0.03375823050737381, "clWRF_P4_mlp_small": 0.13323020935058594, "clWRF_P4_ann_tanh": 0.08979982137680054}} R6 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
5 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -1.1015377765488665e-07, "weights": {"RegCM_P2_ridge": -0.12443549931049347, "RegCM_P2_xgb_d2": 0.2048126459121704, "RegCM_P2_xgb_regularized": -0.27270030975341797, "RegCM_P2_mlp_small": -0.10152927041053772, "RegCM_P2_ann_tanh": 0.15575943887233734, "RegCM_P4_ridge": 0.4271255135536194, "RegCM_P4_xgb_d2": -0.5407218337059021, "RegCM_P4_xgb_regularized": 0.5485054850578308, "RegCM_P4_mlp_small": -0.00024858000688254833, "RegCM_P4_ann_tanh": -0.14489421248435974, "clWRF_P2_ridge": 0.4576432704925537, "clWRF_P2_xgb_d2": -0.5521358847618103, "clWRF_P2_xgb_regularized": 0.524611234664917, "clWRF_P2_mlp_small": 0.12999115884304047, "clWRF_P2_ann_tanh": -0.21077841520309448, "clWRF_P4_ridge": -0.35994502902030945, "clWRF_P4_xgb_d2": 0.15592916309833527, "clWRF_P4_xgb_regularized": -0.0, "clWRF_P4_mlp_small": 0.036148857325315475, "clWRF_P4_ann_tanh": 0.029230156913399696}} R6 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
6 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": 2.577346549514914e-07, "weights": {"RegCM_P2_ridge": 0.03862672671675682, "RegCM_P2_xgb_d2": -0.004875937011092901, "RegCM_P2_xgb_regularized": 0.03479636833071709, "RegCM_P2_mlp_small": -0.07915940135717392, "RegCM_P2_ann_tanh": 0.034655503928661346, "RegCM_P4_ridge": 0.3338395953178406, "RegCM_P4_xgb_d2": -0.0840962752699852, "RegCM_P4_xgb_regularized": -0.0, "RegCM_P4_mlp_small": -0.03851010650396347, "RegCM_P4_ann_tanh": 0.06960614770650864, "clWRF_P2_ridge": 0.020140178501605988, "clWRF_P2_xgb_d2": -0.18609601259231567, "clWRF_P2_xgb_regularized": 0.0261929240077734, "clWRF_P2_mlp_small": -0.023236870765686035, "clWRF_P2_ann_tanh": 0.13401557505130768, "clWRF_P4_ridge": -0.003328990889713168, "clWRF_P4_xgb_d2": -0.4346652328968048, "clWRF_P4_xgb_regularized": 0.43768686056137085, "clWRF_P4_mlp_small": 0.0, "clWRF_P4_ann_tanh": 0.06846989691257477}} R6 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
7 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -8.519764804759689e-08, "weights": {"RegCM_P2_ridge": 0.1459565907716751, "RegCM_P2_xgb_d2": 0.015165876597166061, "RegCM_P2_xgb_regularized": -0.13477858901023865, "RegCM_P2_mlp_small": 0.07281530648469925, "RegCM_P2_ann_tanh": -0.2438925802707672, "RegCM_P4_ridge": 0.3402908444404602, "RegCM_P4_xgb_d2": -0.06117943301796913, "RegCM_P4_xgb_regularized": 0.1291595697402954, "RegCM_P4_mlp_small": -0.13577504456043243, "RegCM_P4_ann_tanh": 0.05403809994459152, "clWRF_P2_ridge": 0.16071778535842896, "clWRF_P2_xgb_d2": -0.16331100463867188, "clWRF_P2_xgb_regularized": 0.09169257432222366, "clWRF_P2_mlp_small": 0.038434043526649475, "clWRF_P2_ann_tanh": -0.0496116578578949, "clWRF_P4_ridge": -0.1198548823595047, "clWRF_P4_xgb_d2": 0.03126006945967674, "clWRF_P4_xgb_regularized": 0.0, "clWRF_P4_mlp_small": -0.05128489062190056, "clWRF_P4_ann_tanh": -0.12328962236642838}} R6 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet
8 stack_elasticnet 2464 ["RegCM_P2_ridge", "RegCM_P2_xgb_d2", "RegCM_P2_xgb_regularized", "RegCM_P2_mlp_small", "RegCM_P2_ann_tanh", "RegCM_P4_ridge", "RegCM_P4_xgb_d2", "RegCM_P4_xgb_regularized", "RegCM_P4_mlp_small", "RegCM_P4_ann_tanh", "clWRF_P2_ridge", "clWRF_P2_xgb_d2", "clWRF_P2_xgb_regularized", "clWRF_P2_mlp_small", "clWRF_P2_ann_tanh", "clWRF_P4_ridge", "clWRF_P4_xgb_d2", "clWRF_P4_xgb_regularized", "clWRF_P4_mlp_small", "clWRF_P4_ann_tanh"] {"intercept": -7.207946595144676e-08, "weights": {"RegCM_P2_ridge": -0.043255697935819626, "RegCM_P2_xgb_d2": -0.04095529019832611, "RegCM_P2_xgb_regularized": 0.0805937871336937, "RegCM_P2_mlp_small": -0.014920600689947605, "RegCM_P2_ann_tanh": 0.05122731626033783, "RegCM_P4_ridge": 0.18768703937530518, "RegCM_P4_xgb_d2": -0.14626054465770721, "RegCM_P4_xgb_regularized": 0.1742788702249527, "RegCM_P4_mlp_small": -0.04847811535000801, "RegCM_P4_ann_tanh": -0.09893923997879028, "clWRF_P2_ridge": -0.0505237802863121, "clWRF_P2_xgb_d2": -0.012879468500614166, "clWRF_P2_xgb_regularized": -0.12749914824962616, "clWRF_P2_mlp_small": 0.11334812641143799, "clWRF_P2_ann_tanh": 0.025518320500850677, "clWRF_P4_ridge": 0.011935625225305557, "clWRF_P4_xgb_d2": -0.1074250191450119, "clWRF_P4_xgb_regularized": 0.2161865234375, "clWRF_P4_mlp_small": 0.012018783949315548, "clWRF_P4_ann_tanh": 0.018378671258687973}} R6 STACK_multi_source_lead1_t2_o_regional_stack_elasticnet

Top configurations

Precipitation RMAE (%)

source_model lead target spatial_mode predictor_set method metric stack_scope base_methods base_source_models weighted_mean
clWRF 2 pr_o regional P2+P4 stack_mean RMAE_percent within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 39.1660
clWRF 2 pr_o national P2+P4 stack_mean RMAE_percent within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 39.2363
clWRF 1 pr_o regional P2+P4 stack_nnls RMAE_percent within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 39.2639
RegCM 2 pr_o national P4 ridge RMAE_percent 39.2723
RegCM+clWRF 2 pr_o regional P2+P4 stack_mean RMAE_percent multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 39.2837
RegCM+clWRF 1 pr_o regional P2+P4 stack_mean RMAE_percent multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 39.3050
clWRF 1 pr_o regional P2+P4 stack_mean RMAE_percent within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 39.3238
clWRF 1 pr_o national P2+P4 stack_nnls RMAE_percent within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 39.3254
RegCM+clWRF 2 pr_o national P2+P4 stack_nnls RMAE_percent multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 39.3300
clWRF 2 pr_o regional P4 ridge RMAE_percent 39.3659
clWRF 2 pr_o regional P2+P4 stack_nnls RMAE_percent within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 39.3932
RegCM+clWRF 2 pr_o national P2+P4 stack_mean RMAE_percent multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 39.4441
clWRF 2 pr_o national P2+P4 stack_nnls RMAE_percent within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 39.4770
RegCM+clWRF 2 pr_o regional P2+P4 stack_nnls RMAE_percent multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 39.4843
clWRF 1 pr_o national P2+P4 stack_mean RMAE_percent within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 39.5023
clWRF 4 pr_o national P2+P4 stack_nnls RMAE_percent within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 39.5516
RegCM+clWRF 4 pr_o national P2+P4 stack_nnls RMAE_percent multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 39.6355
RegCM+clWRF 1 pr_o national P2+P4 stack_nnls RMAE_percent multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 39.6508
RegCM 2 pr_o national P2+P4 stack_nnls RMAE_percent within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 39.6672
RegCM+clWRF 1 pr_o national P2+P4 stack_mean RMAE_percent multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 39.6742
RegCM+clWRF 1 pr_o regional P2+P4 stack_nnls RMAE_percent multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 39.7743
clWRF 2 pr_o national P4 ridge RMAE_percent 39.8026
clWRF 3 pr_o national P2+P4 stack_nnls RMAE_percent within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 39.8153
RegCM 2 pr_o regional P2+P4 stack_nnls RMAE_percent within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 39.8227
RegCM 2 pr_o regional P4 ridge RMAE_percent 39.8824
RegCM 1 pr_o national P2+P4 stack_nnls RMAE_percent within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 39.9551
clWRF 1 pr_o national P2 ridge RMAE_percent 39.9708
RegCM 4 pr_o national P2 ridge RMAE_percent 40.0337
RegCM 1 pr_o regional P2 mlp_small RMAE_percent 40.0406
RegCM 1 pr_o regional P2 ridge RMAE_percent 40.0410

Precipitation CORR

source_model lead target spatial_mode predictor_set method metric stack_scope base_methods base_source_models weighted_mean
RegCM 2 pr_o national P4 ridge CORR 0.8007
RegCM+clWRF 2 pr_o national P2+P4 stack_mean CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.7971
RegCM+clWRF 2 pr_o regional P2+P4 stack_mean CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.7971
RegCM+clWRF 2 pr_o national P2+P4 stack_nnls CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.7970
RegCM 2 pr_o regional P2+P4 stack_nnls CORR within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 0.7969
clWRF 2 pr_o national P2+P4 stack_mean CORR within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.7962
RegCM+clWRF 2 pr_o regional P2+P4 stack_nnls CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.7961
clWRF 2 pr_o regional P2+P4 stack_mean CORR within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.7956
clWRF 2 pr_o national P2+P4 stack_nnls CORR within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.7941
RegCM 2 pr_o regional P4 ridge CORR 0.7941
clWRF 4 pr_o national P2+P4 stack_nnls CORR within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.7938
RegCM 2 pr_o national P2+P4 stack_nnls CORR within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 0.7936
clWRF 2 pr_o regional P2+P4 stack_nnls CORR within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.7934
RegCM+clWRF 4 pr_o national P2+P4 stack_nnls CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.7933
clWRF 2 pr_o national P4 ridge CORR 0.7932
RegCM+clWRF 4 pr_o regional P2+P4 stack_mean CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.7922
RegCM+clWRF 4 pr_o national P2+P4 stack_mean CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.7920
RegCM 2 pr_o national P2+P4 stack_mean CORR within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 0.7918
RegCM 2 pr_o regional P2+P4 stack_mean CORR within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 0.7917
RegCM 2 pr_o regional P2+P4 stack_elasticnet CORR within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 0.7916
RegCM 2 pr_o regional P2+P4 stack_ridge CORR within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 0.7914
clWRF 2 pr_o regional P4 ridge CORR 0.7912
clWRF 4 pr_o national P2+P4 stack_elasticnet CORR within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.7912
clWRF 3 pr_o national P2+P4 stack_nnls CORR within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.7909
clWRF 4 pr_o national P2+P4 stack_ridge CORR within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.7909
RegCM 4 pr_o regional P2+P4 stack_nnls CORR within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 0.7906
clWRF 1 pr_o regional P2+P4 stack_nnls CORR within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.7904
clWRF 1 pr_o national P2+P4 stack_nnls CORR within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.7904
clWRF 1 pr_o regional P2 ridge CORR 0.7904
RegCM+clWRF 1 pr_o regional P2+P4 stack_mean CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.7901

T2m MAE (°C)

source_model lead target spatial_mode predictor_set method metric stack_scope base_methods base_source_models weighted_mean
clWRF 1 t2_o national P4 ridge MAE 0.7693
clWRF 1 t2_o regional P4 ridge MAE 0.7765
RegCM 3 t2_o regional P4 ridge MAE 0.7765
clWRF 1 t2_o national P2+P4 stack_mean MAE within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.7791
RegCM 1 t2_o national P4 ridge MAE 0.7796
clWRF 2 t2_o national P4 ridge MAE 0.7823
clWRF 4 t2_o national P4 ridge MAE 0.7836
clWRF 1 t2_o regional P2+P4 stack_mean MAE within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.7872
RegCM+clWRF 1 t2_o national P2+P4 stack_mean MAE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.7904
RegCM 3 t2_o national P4 ridge MAE 0.7908
RegCM 4 t2_o national P4 ridge MAE 0.7958
RegCM+clWRF 1 t2_o regional P2+P4 stack_mean MAE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.7960
RegCM+clWRF 1 t2_o regional P2+P4 stack_nnls MAE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.8018
RegCM+clWRF 3 t2_o regional P2+P4 stack_mean MAE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.8019
RegCM 2 t2_o national P4 ridge MAE 0.8040
clWRF 3 t2_o national P4 ridge MAE 0.8054
clWRF 1 t2_o regional P2+P4 stack_nnls MAE within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.8057
clWRF 2 t2_o regional P2+P4 stack_mean MAE within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.8062
RegCM+clWRF 2 t2_o regional P2+P4 stack_nnls MAE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.8073
RegCM+clWRF 2 t2_o regional P2+P4 stack_mean MAE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.8078
clWRF 3 t2_o regional P2+P4 stack_mean MAE within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.8078
clWRF 3 t2_o national P2+P4 stack_mean MAE within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.8080
RegCM+clWRF 3 t2_o national P2+P4 stack_mean MAE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.8085
clWRF 2 t2_o regional P4 ridge MAE 0.8091
clWRF 4 t2_o regional P4 ridge MAE 0.8105
clWRF 2 t2_o regional P2+P4 stack_nnls MAE within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.8106
clWRF 3 t2_o national P4 xgb_regularized MAE 0.8111
RegCM 1 t2_o regional P4 ridge MAE 0.8128
clWRF 5 t2_o national P4 ridge MAE 0.8129
clWRF 3 t2_o national P4 xgb_d2 MAE 0.8139

T2m RMSE (°C)

source_model lead target spatial_mode predictor_set method metric stack_scope base_methods base_source_models weighted_mean
clWRF 4 t2_o national P4 ridge RMSE 0.9861
RegCM 3 t2_o regional P4 ridge RMSE 1.0013
RegCM 4 t2_o national P4 ridge RMSE 1.0017
clWRF 1 t2_o national P2+P4 stack_mean RMSE within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 1.0041
RegCM 3 t2_o national P4 ridge RMSE 1.0067
clWRF 5 t2_o national P4 ridge RMSE 1.0148
RegCM+clWRF 1 t2_o national P2+P4 stack_mean RMSE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 1.0150
RegCM+clWRF 3 t2_o regional P2+P4 stack_mean RMSE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 1.0166
clWRF 2 t2_o regional P2+P4 stack_nnls RMSE within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 1.0178
clWRF 1 t2_o national P4 ridge RMSE 1.0179
RegCM 6 t2_o national P4 ridge RMSE 1.0184
clWRF 1 t2_o regional P2 ridge RMSE 1.0187
clWRF 2 t2_o national P4 ridge RMSE 1.0195
clWRF 1 t2_o regional P2+P4 stack_mean RMSE within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 1.0214
RegCM+clWRF 2 t2_o regional P2+P4 stack_nnls RMSE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 1.0221
RegCM+clWRF 1 t2_o regional P2+P4 stack_mean RMSE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 1.0223
clWRF 1 t2_o regional P4 ridge RMSE 1.0230
clWRF 3 t2_o regional P2+P4 stack_mean RMSE within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 1.0231
clWRF 3 t2_o national P2+P4 stack_mean RMSE within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 1.0233
RegCM+clWRF 3 t2_o national P2+P4 stack_mean RMSE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 1.0235
RegCM 1 t2_o national P4 ridge RMSE 1.0238
RegCM+clWRF 1 t2_o regional P2+P4 stack_nnls RMSE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 1.0246
RegCM+clWRF 2 t2_o regional P2+P4 stack_mean RMSE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 1.0256
RegCM+clWRF 2 t2_o national P2+P4 stack_mean RMSE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 1.0273
RegCM+clWRF 4 t2_o regional P2+P4 stack_nnls RMSE multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 1.0283
clWRF 1 t2_o national P2 ridge RMSE 1.0293
clWRF 2 t2_o regional P2+P4 stack_mean RMSE within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 1.0301
clWRF 1 t2_o regional P2+P4 stack_nnls RMSE within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 1.0302
clWRF 3 t2_o national P4 xgb_regularized RMSE 1.0305
RegCM 2 t2_o national P4 ridge RMSE 1.0312

T2m CORR

source_model lead target spatial_mode predictor_set method metric stack_scope base_methods base_source_models weighted_mean
RegCM+clWRF 3 t2_o regional P2+P4 stack_mean CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.9411
RegCM+clWRF 3 t2_o national P2+P4 stack_mean CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.9410
clWRF 4 t2_o regional P2+P4 stack_nnls CORR within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.9409
clWRF 1 t2_o regional P2 ridge CORR 0.9406
RegCM+clWRF 4 t2_o regional P2+P4 stack_nnls CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.9402
RegCM 3 t2_o regional P2+P4 stack_nnls CORR within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 0.9402
clWRF 3 t2_o regional P2 ridge CORR 0.9399
clWRF 4 t2_o regional P2 ridge CORR 0.9395
RegCM 3 t2_o regional P4 ridge CORR 0.9395
RegCM 1 t2_o regional P2 ridge CORR 0.9394
clWRF 2 t2_o regional P2+P4 stack_nnls CORR within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.9394
RegCM 4 t2_o regional P2+P4 stack_nnls CORR within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 0.9393
clWRF 1 t2_o national P2 ridge CORR 0.9393
clWRF 3 t2_o national P2+P4 stack_mean CORR within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.9392
RegCM+clWRF 4 t2_o regional P2+P4 stack_mean CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.9388
clWRF 3 t2_o regional P2+P4 stack_mean CORR within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.9388
RegCM+clWRF 4 t2_o national P2+P4 stack_mean CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.9387
clWRF 4 t2_o national P2+P4 stack_nnls CORR within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.9384
clWRF 5 t2_o national P2 ridge CORR 0.9383
RegCM 3 t2_o regional P2+P4 stack_mean CORR within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 0.9381
RegCM 3 t2_o national P2+P4 stack_mean CORR within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 0.9379
clWRF 4 t2_o national P4 ridge CORR 0.9379
RegCM 1 t2_o regional P2+P4 stack_nnls CORR within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 0.9379
clWRF 2 t2_o regional P2 ridge CORR 0.9378
RegCM 5 t2_o national P2 ridge CORR 0.9377
RegCM 3 t2_o regional P2 ridge CORR 0.9374
clWRF 3 t2_o regional P2+P4 stack_nnls CORR within_clWRF ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh clWRF 0.9373
RegCM+clWRF 4 t2_o national P2+P4 stack_nnls CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.9373
RegCM 4 t2_o national P2+P4 stack_mean CORR within_RegCM ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM 0.9372
RegCM+clWRF 3 t2_o regional P2+P4 stack_nnls CORR multi_source ridge+xgb_d2+xgb_regularized+mlp_small+ann_tanh RegCM+clWRF 0.9371

Figures

method_ranking_pr_o_RMAE_percent

figures/method_ranking_pr_o_RMAE_percent.png

method_ranking_pr_o_CORR

figures/method_ranking_pr_o_CORR.png

method_ranking_t2_o_MAE

figures/method_ranking_t2_o_MAE.png

method_ranking_t2_o_RMSE

figures/method_ranking_t2_o_RMSE.png

method_ranking_t2_o_CORR

figures/method_ranking_t2_o_CORR.png