evalml.pipelines.MulticlassClassificationPipeline.score

MulticlassClassificationPipeline.score(X, y, objectives)

Evaluate model performance on objectives

Parameters
  • X (pd.DataFrame or np.ndarray) – Data of shape [n_samples, n_features]

  • y (pd.Series, or np.ndarray) – True labels of length [n_samples]

  • objectives (list) – List of objectives to score

Returns

Ordered dictionary of objective scores

Return type

dict