evalml.pipelines.CatBoostClassificationPipeline.score

CatBoostClassificationPipeline.score(X, y, other_objectives=None)

Evaluate model performance on current and additional objectives

Parameters

• X (pd.DataFrame or np.array) – data of shape [n_samples, n_features]

• y (pd.Series) – true labels of length [n_samples]

• other_objectives (list) – list of other objectives to score

Returns

score, ordered dictionary of other objective scores

Return type

float, dict