{ "model_type": "GradientBoostingClassifier", "framework": "scikit-learn", "features": [ "degree", "degree_centrality", "closeness_centrality", "lat", "lon" ], "label_map": { "0": "Peripheral", "1": "Intermediate", "2": "Hub" }, "metrics": { "f1_macro_test": 0.59, "accuracy_test": 0.68, "f1_macro_cv": 0.426 }, "training": { "n_estimators": 200, "max_depth": 5, "min_samples_leaf": 10, "class_balancing": "sample_weight_balanced", "test_size": 0.2 }, "feature_importance": { "lat": 0.2793, "lon": 0.2604, "closeness_centrality": 0.2566, "degree": 0.1061, "degree_centrality": 0.0976 } }