final_results.json

{
    "best_n_components_binary": 11,
    "best_n_components_multi": 43,
    "binary_metrics": {
        "accuracy": 0.9565217391304348,
        "balanced_accuracy": 0.9,
        "mcc": 0.870571500132014,
        "f1": 0.972972972972973,
        "precision": 0.9473684210526315,
        "recall": 1.0,
        "roc_auc": 0.9111111111111112
    },
    "multi_metrics": {
        "accuracy": 0.5652173913043478,
        "balanced_accuracy": 0.5433333333333333,
        "mcc": 0.45545474461272645,
        "f1": 0.5856558900037162,
        "precision": 0.6447204968944099,
        "recall": 0.5652173913043478,
        "roc_auc": 0.7357054187044764
    }
}