Ensemble of fast learning stochastic gradient boosting

DOI10.1080/03610918.2019.1645170OpenAlexW2962993584MaRDI QIDQ5086335

Qingzhao Yu, Bin Li, Lu Peng

Publication date: 5 July 2022

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2019.1645170

zbMATH Keywords

treeparallel computingboostingbias-variance tradeoffensemble method

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• ElemStatLearn

Cites Work

• Unnamed Item
• Greedy function approximation: A gradient boosting machine.
• Bagging predictors
• Multivariate adaptive regression splines
• Additive logistic regression: a statistical view of boosting. (With discussion and a rejoinder by the authors)
• Boosting With theL₂Loss
• Matching pursuits with time-frequency dictionaries
• Prediction Games and Arcing Algorithms
• Random forests
• Stochastic gradient boosting.

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