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Novel binary logistic regression model based on feature transformation of XGBoost for type 2 Diabetes Mellitus prediction in healthcare systems.

Yalin WuQianjian ZhangYaqin HuSun-Woo KoXiangyan ZhangHongmin ZhuLiu JieShiYong Li
Published in: Future Gener. Comput. Syst. (2022)
Keyphrases
  • logistic regression
  • diabetes mellitus
  • healthcare systems
  • decision trees
  • support vector
  • naive bayes
  • prediction accuracy
  • loss function
  • risk factors
  • information systems
  • feature space
  • classification accuracy