161 citations · 493 across the 15 of their papers we have counts for
Showing 2016 · cs.LGShow all
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cs.LG2016
Conformal Predictors for Compound Activity Prediction
Paolo Toccacheli, Ilia Nouretdinov, Alexander Gammerman
The paper presents an application of Conformal Predictors to a chemoinformatics problem of identifying activities of chemical compounds. The paper addresses some specific challenge…
cs.LG2016★ 13 cited
Criteria of efficiency for conformal prediction
Vladimir Vovk, Ilia Nouretdinov, Valentina Fedorova +2
We study optimal conformity measures for various criteria of efficiency of classification in an idealised setting. This leads to an important class of criteria of efficiency that w…