{ "model_type": "StackingClassifier", "feature_names": [ "period", "duration", "depth", "prad", "teq", "insol", "steff", "slogg", "srad", "transit_depth_ratio", "duration_period_ratio", "stellar_density", "stellar_luminosity", "planet_density", "equilibrium_temp_ratio", "irradiation_ratio", "semi_major_axis", "orbital_velocity", "habitable_zone_distance", "surface_gravity", "log_period", "log_insol", "log_depth", "sqrt_prad", "prad_teq_interaction", "period_depth_interaction", "insol_steff_interaction", "period_squared", "prad_squared", "depth_squared" ], "metrics": { "accuracy": 0.9000942507068803, "precision": 0.8941504178272981, "recall": 0.9076343072573044, "f1_score": 0.9008419083255379, "roc_auc": 0.9651001447072587, "cv_mean": 0.8961329336990411, "cv_std": 0.007207951948884534 }, "training_date": "2025-10-06T23:26:28.733208", "notes": "Advanced model with SMOTE, feature engineering, and stacking" }