Beyond Trees: Classification with Sparse Pairwise Dependencies

Yaniv Tenzer, Amit Moscovich, Mary Frances Dorn +2

Several classification methods assume that the underlying distributions follow tree-structured graphical models. Indeed, trees capture statistical dependencies between pairs of var…