Stochastic gradient boosting
Stochastic gradient boosting
J. Friedman
2002 · DOI: 10.1016/S0167-9473(01)00065-2
6,564 Citations
TLDR
It is shown that both the approximation accuracy and execution speed of gradient boosting can be substantially improved by incorporating randomization into the procedure.