#!/bin/bash
#SBATCH --job-name=EHD_RGM2
#SBATCH --nodes=1
#SBATCH --exclusive
#SBATCH --exclude=compute-1-2
#SBATCH --time=04:00:00
#SBATCH --output=/home/tanpv/Progs/claude/HW/logs/regmodelvar2_%j.out
#SBATCH --error=/home/tanpv/Progs/claude/HW/logs/regmodelvar2_%j.err
set -euo pipefail
ROOT=/home/tanpv/Progs/claude/HW
PY=/home/tanpv/.conda/envs/ehd/bin/python
export LD_LIBRARY_PATH=/home/tanpv/.conda/envs/ehd/lib${LD_LIBRARY_PATH:+:$LD_LIBRARY_PATH}
cd "$ROOT"
export OMP_NUM_THREADS=20 MKL_NUM_THREADS=20
B="src/regional_model.py --tag _ens --name ensemble_F3_ens --covers 0.05"
echo "############ 4) hồi quy logistic, đủ đặc trưng"
$PY $B --model logreg --suffix _lr
echo "############ 5) LightGBM, bỏ đặc trưng lịch/vùng"
$PY $B --drop region sin_doy cos_doy lead --suffix _nocal
echo "############ 6) hồi quy logistic, bỏ đặc trưng lịch/vùng"
$PY $B --drop region sin_doy cos_doy lead --model logreg --suffix _nocal_lr
echo "=== done ==="