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Runtime error
| from typing import Optional, List, Dict, Any | |
| import pandas as pd | |
| class TrainingState: | |
| training_data_path: Optional[str] = None | |
| training_data: Optional[pd.DataFrame] = None | |
| transformed_data: Optional[pd.DataFrame] = None | |
| X_train: Optional[pd.Series] = None | |
| X_test: Optional[pd.Series] = None | |
| y_train: Optional[pd.Series] = None | |
| y_test: Optional[pd.Series] = None | |
| X_train_tfidf: Optional[Any] = None | |
| X_test_tfidf: Optional[Any] = None | |
| tfidf_vectorizer: Optional[Any] = None | |
| trained_models: Optional[Dict[str, Any]] = None | |
| model_metrics: Optional[Dict[str, Dict[str, float]]] = None | |
| best_model_name: Optional[str] = None | |
| best_model: Optional[Any] = None | |
| best_params: Optional[Dict[str, Any]] = None | |
| cv_results: Optional[Dict[str, Any]] = None | |
| class PredictionState: | |
| mailbox_path: Optional[str] = None | |
| mail_data: Optional[List[Dict[str, str]]] = None |