The Comparison of LightGBM and XGBoost Coupling Factor Analysis and Prediagnosis of Acute Liver Failure

The Comparison of LightGBM and XGBoost Coupling Factor Analysis and Prediagnosis of Acute Liver Failure

This paper focuses on the comparison of dimensionality reduction effect between LightGBM and XGBoost-FA. With respect to XGBoost, LightGBM can be built in the effect of dimensionality reduction via both Gradient-based One-Side Sampling(GOSS) and Exclusive Feature Bundling(EFB) algorithms, while XGBo...

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Bibliographic Details
Main Authors: Dongyang Zhang, Yicheng Gong
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
LightGBM
XGBoost
factor analysis
prediagnosis
acute liver failure
Online Access:https://ieeexplore.ieee.org/document/9284642/

Internet

https://ieeexplore.ieee.org/document/9284642/

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