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An Accurate and Interpretable Lifetime Prediction Method for Batteries using Extreme Gradient Boosting Tree and TreeExplainer.

Fu JiangYouzhi HeDianzhu GaoYun ZhouWeirong LiuLisen YanJun Peng
Published in: HPCC/DSS/SmartCity/DependSys (2021)
Keyphrases
  • pairwise
  • gradient boosting
  • prediction accuracy
  • similarity measure
  • feature space
  • classification accuracy
  • classification algorithm
  • classification method