tapas.attacks.set_classifiers.SetClassifier

class tapas.attacks.set_classifiers.SetClassifier

Bases: abc.ABC

Abstract base class for classifiers over set-valued data.

__init__()

Methods

__init__()
fit(datasets, labels)	Fit classifier to datasets-data.
predict(datasets)	Predict labels of datasets.
predict_proba(datasets)	Predict a score over labels for each dataset.

Attributes

label

abstract fit(datasets: list[Dataset], labels: list[int])

Fit classifier to datasets-data.

abstract predict(datasets: list[Dataset])

Predict labels of datasets.

abstract predict_proba(datasets: list[Dataset])

Predict a score over labels for each dataset.