Can I read Prediction of Coronary Artery Disease Using Logistic Regression on EtoBox?

Prediction of Coronary Artery Disease Using Logistic Regression by Debabrata Swain; Paawan Sharma; Vinay Vakharia; Tapash Kumar Tanty is a book available to read on EtoBox.

What is Prediction of Coronary Artery Disease Using Logistic Regression about?

At this time, machine learning has become a useful tool to find a complex pattern for classification problems from a collection of real-time datasets. Currently, healthcare field is suffering with the issue of timely and accurate diagnosis of different fatal diseases like cancer and cardiovascular disease. Hence, for saving the life of patient, machine learning can be applied for the timely diagnosis of the syndrome. Coronary artery ailment is a form of cardiac sickness due to which around 7 million people are dying every year. Here, a coronary artery disease prediction system is developed using logistic regression algorithm. For the experimentation purpose, heart disease datasets present in UCI repository are used. The proposed model has shown an accuracy of 94%.

Author

Debabrata Swain; Paawan Sharma; Vinay Vakharia; Tapash Kumar Tanty

Publisher

De Gruyter

Published

2022

Language

EN