{ "best_model": "Random Forest", "training_date": "2025-10-28T03:42:55.678155", "performance_metrics": [ { "Model": "Random Forest", "Accuracy": 1.0, "Precision": 1.0, "Recall": 1.0, "F1-Score": 1.0, "ROC-AUC": 1.0 }, { "Model": "CNN", "Accuracy": 1.0, "Precision": 1.0, "Recall": 1.0, "F1-Score": 1.0, "ROC-AUC": 1.0 }, { "Model": "LSTM", "Accuracy": 0.5003340013360054, "Precision": 0.5005847953216375, "Recall": 0.5714285714285714, "F1-Score": 0.5336658354114713, "ROC-AUC": 0.5032726344573514 } ], "features": [ "VV", "B2", "B3", "B4", "B8", "B11", "NDWI", "MNDWI", "NDVI", "elevation", "slope", "temperature", "humidity", "rainfall", "pressure", "wind_speed" ], "n_features": 16, "training_samples": 7004, "test_samples": 1500 }