Learning When to Say "I Don't Know"

Nicholas Kashani Motlagh, Jim Davis, Tim Anderson +1

We propose a new Reject Option Classification technique to identify and remove regions of uncertainty in the decision space for a given neural classifier and dataset. Such existing…