The Prediction Advantage: A Universally Meaningful Performance Measure for Classification and Regression

Ran El-Yaniv, Yonatan Geifman, Yair Wiener

We introduce the Prediction Advantage (PA), a novel performance measure for prediction functions under any loss function (e.g., classification or regression). The PA is defined as…