Call for Papers:Vol.12 Issue.1

Submission
Last date		 28-Feb-2026
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-12,Issue-1. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  Heart Disease Prediction using Machine Learning
PaperId: :  17395
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 3 2022
DUI:    16.0415/IJARIIE-17395
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Sourav JoshiDronacharya College of Engineering

Abstract

Computer Engineering
Machine learning, Logistic regression, Heart disease, Support vector machine, accuracy
Heart disease (HD) is one of the most common diseases nowadays, and people who provide health care, it is very necessary to work with them to take care of their patient's health and save their life. In this paper, different classifiers were analyzed by performance comparison to classify the Heart Disease dataset to classify it correctly and or to Predict Heart Disease cases with minimal attributes. Large amounts of data that contain some secret information were collected by the healthcare industries. This data collection is useful for making effective decisions. Some advanced data mining techniques are used to make proper results and make effective decisions on data. In this case, a Heart Disease Prediction System (HDPS) is developed using Logistic Regression, K Nearest Neighbour, Decision Tree, Random Forest Classifier, and Support Vector Machine algorithms to predict the heart disease risk level. The results reveal that the Random Forest Classifier and Support Vector Machine obtained the the highest accuracy of 91.23%, whereas 86.79%, 71.69%, and 83.47% accuracy scores are obtained by logistic regression, KNN classifier, and decision tree respectively.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Sourav Joshi. "Heart Disease Prediction using Machine Learning" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 3 2022 Page 4379-4390
MLA Sourav Joshi. "Heart Disease Prediction using Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 8.3(2022) : 4379-4390.
APA Sourav Joshi. (2022). Heart Disease Prediction using Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education, 8(3), 4379-4390.
Chicago Sourav Joshi. "Heart Disease Prediction using Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 3 (2022) : 4379-4390.
Oxford Sourav Joshi. 'Heart Disease Prediction using Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, 2022, p. 4379-4390. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Heart_Disease_Prediction_using_Machine_Learning_ijariie17395.pdf (Accessed : ).
Harvard Sourav Joshi. (2022) 'Heart Disease Prediction using Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, 8(3), pp. 4379-4390IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Heart_Disease_Prediction_using_Machine_Learning_ijariie17395.pdf (Accessed : )
IEEE Sourav Joshi, "Heart Disease Prediction using Machine Learning," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, pp. 4379-4390, May-Jun 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/Heart_Disease_Prediction_using_Machine_Learning_ijariie17395.pdf [Accessed : ].
Turabian Sourav Joshi. "Heart Disease Prediction using Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 3 ().
Vancouver Sourav Joshi. Heart Disease Prediction using Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : ]; 8(3) : 4379-4390. Available from: https://ijariie.com/AdminUploadPdf/Heart_Disease_Prediction_using_Machine_Learning_ijariie17395.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
MULTIPLE DISEASE PREDICTION AND DRUG RECOMMENDATION SYSTEM USING MACHINE LEARNINGCOMPUTER ENGINEERING DR. J. AMUTHARAJ Download
SOLAR TRACKING SYSTEM WITH WEATHER FORECASTING AND AUTOMATED CLEANING SYSTEMArtificial Intelligence Electrical and Electronics EngineeringVanarasan S Download
ASD PredictionComputer scienceAbhilasha M Download
Music Recommendation based on Face Emotion Using Artificial Intelligence and Machine LearningInformation Science EngineeringDr. Sreenivasa Murthy V Download
SMART TRAFFIC AI MONITORING SYSTEM-AI/MLINFORMATION SCIENCE AND ENGINEERING PRIYANKA MT Download
SHADOW THE WEB BROWSERComputer Science and EngineeringLakshmi Narayan S Download
SECUHIRE – AI-POWERED INTERVIEW DETECTION SYSTEMComputer Engineering Tharun R Download
Early Detection Of Electrical Fault Line Using Artificial IntelligenceElectrical Engineering , Computer Science , Artificial IntelligenceRakshitha R Download
Real Time Object Detection Tracking using YOLO and Deep SORTInformation science and engineeringNandan M R Download
An AI-Integrated Intelligent Health Advisory System with Machine-Learning-Based Ayurvedic Formulation RecommendationInformation Science EngineeringSrinidhi G Download
Blockchain-Based Decentralized Medical Health Management System using Smart Contracts and IPFS Information Science and EngineeringVarun V Download
Precision Agriculture Using Machine Learning and IOTComputer Science and EngineeringRamesh B E Download
A Secure Blockchain Based Voting SystemComputer Science and EngineeringSagar K R Download
Chatbot based helpdesk for Government employee and departmentsComputer science & Engineering(Cyber Security Engineerting)Dr. Shanthi S Download
Zero Trust ArchitectureComputer EngineeringAditya Yanna Download
12