evalml.objectives.ObjectiveBase.objective_function

classmethod ObjectiveBase.objective_function(y_true, y_predicted, X=None)

Computes the relative value of the provided predictions compared to the actual labels, according a specified metric

Arguments:

y_predicted (pd.Series) : predicted values of length [n_samples] y_true (pd.Series) : actual class labels of length [n_samples] X (pd.DataFrame or np.array) : extra data of shape [n_samples, n_features] necessary to calculate score

Returns

numerical value used to calculate score

evalml.objectives.ObjectiveBase evalml.objectives.ObjectiveBase.score