About this document
Ieee Format Reseach Paper Diabeties PDF by wbig9098 is a document available to read on EtoBox.
The document presents a systematic review of machine learning models for diabetes prediction, highlighting the urgent need for improved diagnostic strategies due to the rising prevalence of diabetes. It evaluates nine classifiers using the PIMA Indian dataset, with Random Forest achieving the highest accuracy (84%) and AUC-ROC (0.90), while discussing barriers to real-world adoption of these models. The study emphasizes the importance of model simplicity and interpretability for effective clinical implement
- Author
- wbig9098
- Language
- EN