nonconformist.nc.ClassificationErrFunc

class nonconformist.nc.ClassificationErrFunc

Base class for classification model error functions.

__init__()

apply(prediction, y)

Apply the nonconformity function.

Parameters:

prediction : numpy array of shape [n_samples, n_classes]

Class probability estimates for each sample.

y : numpy array of shape [n_samples]

True output labels of each sample.

Returns:

nc : numpy array of shape [n_samples]

Nonconformity scores of the samples.