Analytical study of the optimal combination of binary classifiers based on classifiers-induced partitioning of the training set

Jean-Marc Brossier, Olivier Lafitte

The paper provides a theoretical analysis of how to optimally combine multiple binary classifiers by partitioning the training data into equivalence classes, deriving conditions fo…