reject
reject is a Python library for classification with rejection. Neural networks are often confidently wrong when confronted with out-of-distribution data. When the prediction’s uncertainty is too high, the model abstains from predicting and the observation is passed on to a human expert who takes the final decision. It is useful for applications where making an error can be more costly than asking a human expert for help.
Installation
$ pip install reject
API Reference
Other