Open AccessDIABETES PREDICTION USING MACHINE LEARNING ALGORITHMS
Author(s) -
Rishab Bothra
Publication year - 2021
Publication title -
international journal of engineering applied science and technology
Language(s) - English
Resource type - Journals
ISSN - 2455-2143
DOI - 10.33564/ijeast.2021.v06i05.020
Subject(s) - machine learning , diabetes mellitus , artificial intelligence , disease , big data , computer science , analytics , statistical classification , algorithm , medicine , data mining , endocrinology
Diabetes mellitus is a disease in which bloodsugars level is abnormally high due to inability of the bodyto produce or respond normally to insulin. It is among thecritical disease and lots of people are suffering from thisdisease. Due to age, lack of exercise, hereditary diabetes,bad diet, high blood pressure etc. can cause this disease.Healthcare Industries have large volume of databases soby Big Data Analytics we can extract meaningful insightssuch as hidden patterns, unknown correlations to discoverknowledge from the data and predict the outcomeaccordingly. In this paper we have proposed a diabetesprediction model using Machine Learning algorithm forbetter classification prediction. We have tried differentMachine Learning algorithms to find which gives thebetter accuracy of classification.