capability__predict_proba#

capability__predict_proba()[source]#

Capability: the estimator can make probabilistic predictions.

  • String name: "capability:predict_proba"

  • Public capability tag

  • Values: boolean, True / False

  • Example: True

  • Default: False

This tag applies to classifiers and clusterers.

If the tag is True, the estimator implements a non-default predict_proba method, which can be used to predict class probabilities (classifier), or probabilistic cluster assignments (clusterer)

If the tag is False, the estimator’s predict_proba defaults to predicting zero/one probabilities, equivalent to the predict output.