tlooto
Sign up
Computer ScienceMathematics

Stochastic gradient boosting

J. Friedman

2002.2.28COMPUTATIONAL STATISTICS & DATA ANALYSIS

DOI: 10.1016/s0167-9473(01)00065-2

tlooto Summary

It is shown that both the approximation accuracy and execution speed of gradient boosting can be substantially improved by incorporating randomization into the procedure.

Abstract

Abstract is not available.

Citation format

FRIEDMAN, J. Stochastic gradient boosting. COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2002, 38: 367–378.