Adaptive stochastic gradient boosting tree with composite criterion

DOI10.1080/00949655.2015.1090988OpenAlexW2288309826MaRDI QIDQ5222449

Jiaxu Chen, Danhui Yi, Lin Li, Yang Li, Yichen Qin, Li-Min Wang

Publication date: 1 April 2020

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00949655.2015.1090988

zbMATH Keywords

cost-sensitivitystochastic gradient boosting treesuboptimal health-state study

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• gbm

Cites Work

• Small area estimation of the homeless in Los Angeles: an application of cost-sensitive stochastic gradient boosting
• Regularized receiver operating characteristic-based logistic regression for grouped variable selection with composite criterion
• Imbalanced Learning
• Stochastic gradient boosting.