def train_rf_squad(): dataset = import_data(None, True) x_train, y, feature_names = feature_engineering(dataset, 'squad-fpp', True) model = rf_model_squad(x_train, y) print("Model training completed successfully") print(model)
def model_training(): dataset = import_data(None, True) x_train, y = feature_engineering(dataset, True) model = rf_model_solo(x_train, y) print(model)
def ramdon_forest_duo(file): dataset = import_data(file, False) df, y, feature_names = feature_engineering(dataset, 'duo-fpp', False) ans = rf_duo(df) return ans
def ramdon_forest_solo(file): dataset = import_data(file, False) df, _ = feature_engineering(dataset, False) ans = random_forest(df) return ans