Novel binary logistic regression model based on feature transformation of XGBoost for type 2 Diabetes Mellitus prediction in healthcare systems
Yalin Wu, Qianjian Zhang, Hu Yaqin, Sun-Woo Ko, Xiangyan Zhang, Hongmin Zhu, Jie Liu, Shiyong Li
Topics & Concepts
PreprocessorComputer scienceLogistic regressionOutlierData pre-processingFeature (linguistics)Data miningArtificial intelligenceMachine learningPhilosophyLinguisticsArtificial Intelligence in HealthcareImbalanced Data Classification TechniquesMachine Learning in Healthcare