evalml.pipelines.PipelineBase.score¶
-
abstract
PipelineBase.score(X, y, objectives)[source]¶ Evaluate model performance on current and additional objectives
- Parameters
X (pd.DataFrame or np.ndarray) – Data of shape [n_samples, n_features]
y (pd.Series, np.ndarray) – True labels of length [n_samples]
objectives (list) – Non-empty list of objectives to score on
- Returns
Ordered dictionary of objective scores
- Return type
dict