Heart Diseases Prediction using Deep Learning Neural Network Model
M. Tech. Scholar,Dept. of CSE & IT, MITS Gwalior, Gwalior, Madhya Pradesh, India., Sumit Sharma, Mahesh Parmar, Assistant Professor MITS,Dept. of CSE & IT, MITS Gwalior, Gwalior, Madhya Pradesh, India.
Abstract
Deep learning plays an important role in the field of medical science in solving health issues and diagnosing various diseases. So in this paper, we will discuss heart disease. We proposed a model for heart disease prediction. Heart Disease is on of key area where Deep Neural Network can be used so we can improve the overall quality of the classification of heart disease. The classification can be performed on the various ways like KNN, SVM, Naïve Bayes, Random Forest. Heart Disease UCI dataset will be used to demonstrate Talos Hyper-parameter optimization is more efficient than others.