model/model_metrics.json

{
  "winning_algorithm": "LightGBM",
  "training_date": "2026-01-28T01:49:15.844819",
  "metrics": {
    "roc_auc": 0.9950623623266059,
    "accuracy": 0.9896131512227039,
    "precision": 0.07352941176470588,
    "recall": 0.9090909090909091,
    "f1_score": 0.1360544217687075,
    "confusion_matrix": [
      [
        12090,
        126
      ],
      [
        1,
        10
      ]
    ]
  },
  "top_features": {
    "num__humidity_avg_d0": 356,
    "num__heat_index_avg_d7_before": 327,
    "num__rain_rate_max_d7_before": 297,
    "num__rain_avg_d1_before": 229,
    "num__acres_kiptraq": 181,
    "num__solar_radiation_max_d7_before": 176,
    "remainder__wind_direction_mode_d3_before_SSW": 175,
    "num__heat_index_min_d7_before": 161,
    "num__temperature_max_d1_before": 141,
    "num__cooling_degree_days_min_d0": 141,
    "remainder__wind_direction_mode_d0_WSW": 137,
    "num__rain_rate_min_d7_before": 125,
    "num__heating_degree_days_min_d3_before": 123,
    "num__lat": 120,
    "num__humidity_max_d1_before": 118,
    "num__lon": 117,
    "num__rain_rate_max_d1_before": 114,
    "num__ET_max_d7_before": 106,
    "num__wind_run_max_d0": 102,
    "remainder__wind_direction_mode_d1_before_--": 101
  }
}