hosa.optimization.hosa.HOSACNN.score

HOSACNN.score(x, y, **kwargs)

Computes the performance metrics on the given input data and target values in the best model found.

Parameters

• x (numpy.ndarray) – Input data.

• y (numpy.ndarray) – Target values (class labels in classification, real numbers in regression).

• **kwargs – Only used for classification, in order to set the value of the parameter imbalance_correction.

Returns

tuple – Returns a tuple containing the performance metric according to the type of model.