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Published 20 hours ago • verified publisher icon saattrupdan

IVAPs and CVAPs

Open saattrupdan opened this issue 3 years ago • 0 comments

The Inductive Venn-Abers predictors (IVAPs) and Cross Venn-Abers predictors (CVAPs) was introduced in Vovk, Petej & Fedorova (2015), and can provide lower and upper bounds for probabilities in classification models. The IVAPs have theoretical guarantees, and the authors show empirically that the CVAPs might also enjoy this property.

saattrupdan avatar Apr 06 '21 14:04 saattrupdan