Note behavior of predict() and predict_proba() in documentation and introduce check
vc1492a opened this issue · comments
Currently, Henosis only supports the use of scikit-learn models with our without predicted probabilities distinctly. It is currently not possible to use models that do and do not provide predicted probabilities in tandem. For example, a LinearSVC
cannot be deployed to the same instance as a MultinomialNB
if predict_probabilities
is set to True
in config.yaml
, but may be deployed to the same instance of predict_probabilities
is set to False
in config.yaml
.
Note this in the documentation and introduce a check that ignores models that do not return predicted probabilities if predict_probabilities
is set to True
in config.yaml
.