from sklearn.ensemble import RandomForestClassifier def train_model(X_train, y_train): """ Train a Random Forest Classifier. Args: X_train (pd.DataFrame): Training features. y_train (pd.Series): Training labels. Returns: model: Trained Random Forest model. """ model = RandomForestClassifier(random_state=42) model.fit(X_train, y_train) return model