Upload 2 files
Browse files- best_params.json +16 -0
- feature_cols.json +22 -0
best_params.json
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{
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"n_estimators": 8000,
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"learning_rate": 0.027328008186879492,
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"num_leaves": 143,
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"max_depth": -1,
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"min_child_samples": 11,
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"subsample": 0.9985014799031697,
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"subsample_freq": 1,
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"colsample_bytree": 0.9861677405155175,
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"reg_alpha": 0.017106998386865798,
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"reg_lambda": 4.445381415737546,
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"min_split_gain": 0.037741421668275876,
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"n_jobs": -1,
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"n_estimators_final": 269,
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"opt_metric": "rmse_energy_monthly_kwh"
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}
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feature_cols.json
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[
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"era5_ws_10m",
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"era5_ws_100m",
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"era5_ws_hub",
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"era5_wd_10m",
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"era5_wd_100m",
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"era5_shear_alpha",
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"era5_t2m_K",
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"era5_d2m_K",
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"era5_sp_Pa",
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"era5_air_density_kgm3",
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"era5_surface_roughness_m",
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"era5_friction_velocity_ms",
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"hour_sin",
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"hour_cos",
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"doy_sin",
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"doy_cos",
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"hub_height_m",
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"rated_power_kw",
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"rotor_diameter_m",
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"specific_power_wpm2"
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]
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