diff --git a/machine_learning/helper.py b/machine_learning/helper.py index 0b7574c..177f608 100644 --- a/machine_learning/helper.py +++ b/machine_learning/helper.py @@ -182,7 +182,7 @@ def run_all_regression_models( ) -> pd.DataFrame: metrics = ["r2", "neg_mean_absolute_error", "neg_root_mean_squared_error"] test_metrics = ["test_" + metric for metric in metrics] - scores = pd.DataFrame(columns=["method", "metric", "max", "nanmedian"]) + scores = pd.DataFrame(columns=["method", "test_metric", "max", "nanmedian"]) # Validate models dummy_regr = DummyRegressor(strategy="mean") @@ -427,7 +427,7 @@ def run_all_classification_models( metrics = ["accuracy", "average_precision", "recall", "f1"] test_metrics = ["test_" + metric for metric in metrics] - scores = pd.DataFrame(columns=["method", "metric", "max", "mean"]) + scores = pd.DataFrame(columns=["method", "test_metric", "max", "mean"]) dummy_class = DummyClassifier(strategy="most_frequent")