Esempi in Python per score_dataset

Esempio n. 1

def test_score_dataset_regression():
    results = score_dataset(y_file="y_test.csv", y_hat_file="y_hat_test.csv")
    assert results[0] > 0, "MAE probably isn't 0"

Esempio n. 2

def test_score_dataset_multiclass():
    results = score_dataset(y_file="y_test.csv", y_hat_file="y_hat_test.csv")
    assert_valid_percent(results[0], "Not a valid percent for Accuracy")

Esempio n. 3

def test_score_datasetclassification():
    results = score_dataset(y_file="y_test.csv", y_hat_file="y_hat_test.csv")
    assert_valid_percent(results[0], "Not a valid percent for AUC")