5d81bc9e8e19ab31f3e85f88207538e9f478d7d6,tests/test_classifier/test_classification_report.py,TestClassificationReport,test_pandas_integration,#TestClassificationReport#,102

Before Change

        _, ax = plt.subplots()

        // Load the occupancy dataset from fixtures
        data = self.load_data("occupancy")
        target = "occupancy"
        features = [
            "temperature", "relative_humidity", "light", "C02", "humidity"
        ]

        // Create instances and target
        X = pd.DataFrame(data[features])
        y = pd.Series(data[target].astype(int))

        // Create train/test splits
        splits = tts(X, y, test_size=0.2, random_state=4512)

After Change

        _, ax = plt.subplots()

        // Load the occupancy dataset from fixtures
        data = load_occupancy(return_dataset=True)
        X, y = data.to_pandas()

        // Create train/test splits
        splits = tts(X, y, test_size=0.2, random_state=4512)
        X_train, X_test, y_train, y_test = splits

Instances