File size: 1,592 Bytes
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"optimal_threshold": 0.293748559646689,
"feature_names": [
"pressure_mb",
"pressure_change_24h",
"pressure_volatility",
"humidity_pct",
"temperature_c",
"is_pressure_drop",
"sleep_total_hours",
"deep_sleep_min",
"rem_sleep_min",
"resting_hr",
"hrv_avg_ms",
"workout_min",
"menstrual_flow_flag",
"had_headache_1d",
"severity_1d",
"duration_1d",
"mood_1d",
"symptom_count_1d",
"trigger_count_1d",
"had_headache_2d",
"severity_2d",
"duration_2d",
"dow_sin",
"dow_cos",
"month_sin",
"month_cos",
"doy_sin",
"doy_cos",
"is_weekend",
"age_midpoint",
"is_europe",
"is_tropical",
"sleep_x_pressure",
"low_hrv_flag",
"sleep_deficit",
"high_humidity_flag",
"headache_streak_2d",
"consecutive_headache_days"
],
"num_features": 38,
"model_version": "3.0.0",
"trained_at": "2026-03-12T10:47:40.844379",
"test_metrics": {
"roc_auc": 0.6859,
"pr_auc": 0.5669,
"f1": 0.5593
},
"training_rows": 150480,
"feature_importances": {
"had_headache_1d": 0.039352,
"pressure_change_24h": 0.008701,
"consecutive_headache_days": 0.007257,
"hrv_avg_ms": 0.004118,
"headache_streak_2d": 0.003967,
"duration_2d": 0.003535,
"duration_1d": 0.002007,
"humidity_pct": 0.001802,
"menstrual_flow_flag": 0.001657,
"temperature_c": 0.001522,
"resting_hr": 0.000438,
"had_headache_2d": 0.000436,
"rem_sleep_min": 0.000399,
"pressure_mb": 0.000374,
"pressure_volatility": 0.000369
}
} |