On the Interpretability of Conditional Probability Estimates in the Agnostic Setting

Yihan Gao, Aditya Parameswaran, Jian Peng

We study the interpretability of conditional probability estimates for binary classification under the agnostic setting or scenario. Under the agnostic setting, conditional probabi…