ThresholdClassifier

[hirzel]

It would be nice to have a higher-order operator, which calls predict_proba on its estimator argument, and implements predict by comparing the resulting probability against its threshold argument. This would give the user more control over the trade-off between precision and recall. For example:

trainable = ThresholdClassifier(estimator=LogisticRegression(), threshold=0.3)