error_parity.classifiers

Helper functions to construct and use randomized classifiers.

Classes

BinaryClassifier(score_predictor, threshold)	Constructs a deterministic binary classifier, by thresholding a real-valued score predictor.
BinaryClassifierAtROCDiagonal([target_fpr, ...])	A dummy classifier whose predictions have no correlation with the input features, but achieves whichever target FPR or TPR you want (on ROC diag.)
Classifier()
EnsembleGroupwiseClassifiers(group_to_clf)	Constructs a classifier from a set of group-specific classifiers.
RandomizedClassifier(classifiers, probabilities)	Constructs a randomized classifier from the given classifiers and their probabilities.