A novel stacking technique for prediction of diabetes.

Journal: Computers in biology and medicine
Published Date:

Abstract

BACKGROUND: Machine Learning (ML) represents a rapidly growing technology that supplies the most effective solutions for solving complex problems. The application of ML techniques in healthcare is gaining more attention because of ML-associated automatic pattern identification mechanisms. Diabetes is characterized by hyperglycemia resulting from improper insulin secretion and/or insulin utilization.

Authors

  • Satish Kumar Kalagotla
    Koneru Lakshmaiah Education Foundation, Green Fields, Vaddeswaram, Andhra Pradesh, 522502, India. Electronic address: satish7433@gmail.com.
  • Suryakanth V Gangashetty
    Koneru Lakshmaiah Education Foundation, Green Fields, Vaddeswaram, Andhra Pradesh, 522502, India. Electronic address: svg@kluniversity.in.
  • Kanuri Giridhar
    Koneru Lakshmaiah Education Foundation, Green Fields, Vaddeswaram, Andhra Pradesh, 522502, India. Electronic address: giridharkanuri@kluniversity.in.