I completed this group project for my undergraduate course of Machine Learning
Diabetes Prediction Using Machine Learning Algorithms
Abstract— This paper helps in predicting diabetes by applying machine learning technique. Thus, the most important issue is the prediction to be very accurate and to use a reliable method for that. Three different machine learning algorithms are used in this research work. For experiment purpose, a dataset of patient's medical record is obtained and three different machine learning algorithms are applied on the dataset. Performance and accuracy of the applied algorithms is discussed and compared. Comparison of the different machine learning techniques used in this study reveals which algorithm is best suited for prediction of diabetes. The results show that the machine learning algorithms can able to produce highly accurate diabetes predictive healthcare systems. Keywords— Machine learning algorithms, Diabetes prediction, Neural network, Logistic regression, Prediction, Data classification.
To read the full paper, please check the final report of cse 475.pdf file.