AdvancedMLClassificationSkill

输入参数

• data_path: str（必填）CSV 数据集路径
• target_col: str（必填）预测目标列名
• algorithms: list[str]（可选）默认 [ "逻辑回归", "决策树", "随机森林", "XGBoost", "LightGBM" ]
• test_size: float（可选）默认 0.2
• random_state: int（可选）默认 42

输出结构

• accuracy_results: dict[str, float|None]
• interpretation: str
• generated_codes: dict[str, str]
• visualization_data: dict