61 coarse predictors, 541 land points
73 features
reduced 5 fold parts
gridpoint      W1   base=0.101 POD=0.489 POFD=0.058 FAR=0.515 FBI=1.007 CSI=0.322
gridpoint      W3   base=0.100 POD=0.143 POFD=0.078 FAR=0.830 FBI=0.843 CSI=0.084
gridpoint      W6   base=0.098 POD=0.100 POFD=0.078 FAR=0.877 FBI=0.811 CSI=0.059
gridpoint      ALL  base=0.099 POD=0.222 POFD=0.073 FAR=0.748 FBI=0.879 CSI=0.134
regional_EHDE  W1   base=0.165 POD=0.283 POFD=0.031 FAR=0.359 FBI=0.441 CSI=0.244
regional_EHDE  W3   base=0.166 POD=0.097 POFD=0.056 FAR=0.743 FBI=0.378 CSI=0.076
regional_EHDE  W6   base=0.166 POD=0.074 POFD=0.059 FAR=0.801 FBI=0.372 CSI=0.057
regional_EHDE  ALL  base=0.165 POD=0.139 POFD=0.051 FAR=0.648 FBI=0.396 CSI=0.111

top features:
  lead             0.0922
  doy_sin          0.0878
  doy_cos          0.0797
  sev_ds           0.0540
  z_st100          0.0508
  z_st20           0.0299
  z_gh500          0.0252
  z_gh700          0.0209
  z_t2m            0.0206
  lat              0.0202
  z_u500           0.0200
  z_v500           0.0179
  z_t500           0.0173
  z_sm100          0.0159
  z_v700           0.0139
  z_gh850          0.0137
  z_t850           0.0137
  z_sm20           0.0136
  z_u700           0.0118
  z_dt850_500      0.0118
wrote outputs/downscale/ehd_full_real.json