microclimate-x / models /training_report.json
W1nd5pac's picture
Deploy 2026-05-20T06:52:08Z — 11e81c5
4eefabb verified
{
"n_train": 140250,
"n_test": 35065,
"class_balance": 0.3082679747882383,
"cv_fold_metrics": [
{
"fold": 1,
"precision": 0.6098984999550885,
"recall": 0.8534439416792358,
"f1": 0.7114044737807114,
"f2": 0.7903252089298601,
"auc": 0.8658920922848545
},
{
"fold": 2,
"precision": 0.6706632265897708,
"recall": 0.6446389496717724,
"f1": 0.6573936328473668,
"f2": 0.6496809668029051,
"auc": 0.8450208663371146
},
{
"fold": 3,
"precision": 0.5280549297285699,
"recall": 0.7822631913541005,
"f1": 0.6305002241721642,
"f2": 0.7135608454869669,
"auc": 0.828111331389444
},
{
"fold": 4,
"precision": 0.5639066975855954,
"recall": 0.7033004423273223,
"f1": 0.6259368612309789,
"f2": 0.6701682715689136,
"auc": 0.8407467041985305
},
{
"fold": 5,
"precision": 0.7484357589783149,
"recall": 0.8668718356001192,
"f1": 0.803311867525299,
"f2": 0.8402779114301661,
"auc": 0.9082845804487562
}
],
"test_metrics": {
"f1": 0.685783089546914,
"f2": 0.7235752465557479,
"auc": 0.8709626679626591,
"confusion_matrix": [
[
20330,
4499
],
[
2547,
7689
]
]
},
"feature_importance": {
"precipitation_lag_1h": 0.37103009181018626,
"hour_cos": 0.11580750850535977,
"hour_sin": 0.07037540088518035,
"pressure_change_3h": 0.047174819845785594,
"wind_v": 0.041368375623903254,
"dew_point_c": 0.04043788445078633,
"dew_point_depression": 0.039252614064941044,
"temperature_c": 0.037485880642672,
"pressure_hpa": 0.0373177439776536,
"cloud_cover_pct": 0.03461861797659651,
"wind_u": 0.03413653721205715,
"humidity_pct": 0.033652723237235005,
"wind_direction_deg": 0.03199287061898489,
"wind_speed_kmh": 0.026890889422381343,
"month_cos": 0.013067682406623812,
"month_sin": 0.01302571181506734,
"elevation_m": 0.012364647504585904,
"cape_jkg": 0.0
}
}