Max-Margin Stacking and Sparse Regularization for Linear Classifier Combination and Selection

Mehmet Umut Sen, Hakan Erdogan

The main principle of stacked generalization (or Stacking) is using a second-level generalizer to combine the outputs of base classifiers in an ensemble. In this paper, we investig…