Rethinking Fano's Inequality in Ensemble Learning

Terufumi Morishita, Gaku Morio, Shota Horiguchi +2

We propose a fundamental theory on ensemble learning that answers the central question: what factors make an ensemble system good or bad? Previous studies used a variant of Fano's…