aif360.algorithms.inprocessing
.ARTClassifier¶
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class
aif360.algorithms.inprocessing.
ARTClassifier
(art_classifier)[source]¶ Wraps an instance of an
art.classifiers.Classifier
to extendTransformer
.Initialize ARTClassifier.
Parameters: art_classifier (art.classifier.Classifier) – A Classifier object from the adversarial-robustness-toolbox. Methods
fit
Train a classifer on the input. fit_predict
Train a model on the input and predict the labels. fit_transform
Train a model on the input and transform the dataset accordingly. predict
Perform prediction for the input. transform
Return a new dataset generated by running this Transformer on the input. -
__init__
(art_classifier)[source]¶ Initialize ARTClassifier.
Parameters: art_classifier (art.classifier.Classifier) – A Classifier object from the adversarial-robustness-toolbox.
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