Comparative Analysis of Machine Learning Models for Diabetes Prediction

This paper focuses on analyzing the benchmark Diabetes dataset which consists of eight commonly measured characteristics. The goal of the study is to present comparative analysis of six machine learning models that predict diabetes, as well as various preprocessing techniques (under-over sampling, f...

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Bibliographic Details
Main Authors: Zoran Stojanoski, Marija Kalendar, Hristijan Gjoreski
Format: Article
Language:English
Published: Anhalt University of Applied Sciences 2023-03-01
Series:Proceedings of the International Conference on Applied Innovations in IT
Subjects:
Online Access:https://icaiit.org/paper.php?paper=11th_ICAIIT_1/2_3