{ "optimization_history": { "cat_\u7b49\u5f85\u5582\u98df_vs_cat_\u8212\u670d": { "n_states": 1, "n_gaussians": 1, "covariance_type": "diag", "score": 0.9586187214611872, "search_history": [ { "n_states": 1, "n_gaussians": 1, "covariance_type": "diag", "score": 0.9586187214611872 }, { "n_states": 1, "n_gaussians": 1, "covariance_type": "full", "score": 0.6275684931506849 }, { "n_states": 2, "n_gaussians": 1, "covariance_type": "diag", "score": 0.37243150684931503 }, { "n_states": 2, "n_gaussians": 1, "covariance_type": "full", "score": 0.6275684931506849 } ] } }, "best_params_cache": { "cat_\u7b49\u5f85\u5582\u98df_vs_cat_\u8212\u670d": { "n_states": 1, "n_gaussians": 1, "covariance_type": "diag", "score": 0.9586187214611872, "search_history": [ { "n_states": 1, "n_gaussians": 1, "covariance_type": "diag", "score": 0.9586187214611872 }, { "n_states": 1, "n_gaussians": 1, "covariance_type": "full", "score": 0.6275684931506849 }, { "n_states": 2, "n_gaussians": 1, "covariance_type": "diag", "score": 0.37243150684931503 }, { "n_states": 2, "n_gaussians": 1, "covariance_type": "full", "score": 0.6275684931506849 } ] } }, "config": { "max_states": 5, "max_gaussians": 3, "cv_folds": 3, "optimization_method": "grid_search", "early_stopping": true, "patience": 3, "random_state": 42 } }