COMET: A Recipe for Learning and Using Large Ensembles on Massive Data

Justin D. Basilico, M. Arthur Munson, Tamara G. Kolda +2

COMET is a single-pass MapReduce algorithm for learning on large-scale data. It builds multiple random forest ensembles on distributed blocks of data and merges them into a mega-en…