CO2 Forest: Improved Random Forest by Continuous Optimization of Oblique Splits

Mohammad Norouzi, Maxwell D. Collins, David J. Fleet +1

We propose a novel algorithm for optimizing multivariate linear threshold functions as split functions of decision trees to create improved Random Forest classifiers. Standard tree…