A Framework for an Assessment of the Kernel-target Alignment in Tree Ensemble Kernel Learning

Dai Feng, Richard Baumgartner

Kernels ensuing from tree ensembles such as random forest (RF) or gradient boosted trees (GBT), when used for kernel learning, have been shown to be competitive to their respective…