Improved XGBoost Stray Current Prediction and Interpretable Model

Zhaoliang Meng; Zetao Zhang; Yuan Yang; Guofeng Li; Chongbo Tao; Yijiang Niu

doi:10.3788/LOP202259.1215011

Laser & Optoelectronics Progress, Volume. 59, Issue 12, 1215011(2022)

Improved XGBoost Stray Current Prediction and Interpretable Model

Zhaoliang Meng^1,2,3, Zetao Zhang^1、*, Yuan Yang², Guofeng Li³, Chongbo Tao³, and Yijiang Niu³

Author Affiliations

¹College of Electronic Information, Xi’an Polytechnic University, Xi’an 710600, Shaanxi , China

²International Engineering College, Xi’an University of Technology, Xi’an 710048, Shaanxi , China

³Power Electronics Division of CRRC Yongji Motor Co., Ltd., Xi’an 710000, Shaanxi , China

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Zhaoliang Meng, Zetao Zhang, Yuan Yang, Guofeng Li, Chongbo Tao, Yijiang Niu. Improved XGBoost Stray Current Prediction and Interpretable Model[J]. Laser & Optoelectronics Progress, 2022, 59(12): 1215011

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Paper Information

Category: Machine Vision

Received: Jul. 16, 2021

Accepted: Aug. 17, 2021

Published Online: May. 23, 2022

The Author Email: Zetao Zhang (zz667892021@163.com)

DOI:10.3788/LOP202259.1215011

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology