ISSN 2394-5125
 

Research Article 


Effective Heart Disease Prediction Using Machine learning

PRIYANKA KESHAV GAIKWAD, YOGINI C. KULKARNI.

Abstract
Machine Learning is the procedure of information assessing from different perspectives and uniting into
helpful data. This technique is used for finding heart disease. Based on risk factor the heart diseases can be defined
very easily. The primary point of this work is to assess diverse grouping strategies in heart risk determination. First,
the heart numeric dataset is extracted and pre-processed using machine learning classification which provide better
performance and better execution. After Classification, execution standards including precision, accuracy, Fmeasure
is to be determined. The comparison measure expose that Decision Tree is the best classifier for the
diagnosis of heart disease on the existing dataset

Key words: Decision Tree, Machine Learning, QA System, heart disease prediction


 
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How to Cite this Article
Pubmed Style

PRIYANKA KESHAV GAIKWAD, YOGINI C. KULKARNI. Effective Heart Disease Prediction Using Machine learning. JCR. 2020; 7(9): 3341-3345. doi:10.31838/jcr.07.09.509


Web Style

PRIYANKA KESHAV GAIKWAD, YOGINI C. KULKARNI. Effective Heart Disease Prediction Using Machine learning. http://www.jcreview.com/?mno=31793 [Access: April 10, 2021]. doi:10.31838/jcr.07.09.509


AMA (American Medical Association) Style

PRIYANKA KESHAV GAIKWAD, YOGINI C. KULKARNI. Effective Heart Disease Prediction Using Machine learning. JCR. 2020; 7(9): 3341-3345. doi:10.31838/jcr.07.09.509



Vancouver/ICMJE Style

PRIYANKA KESHAV GAIKWAD, YOGINI C. KULKARNI. Effective Heart Disease Prediction Using Machine learning. JCR. (2020), [cited April 10, 2021]; 7(9): 3341-3345. doi:10.31838/jcr.07.09.509



Harvard Style

PRIYANKA KESHAV GAIKWAD, YOGINI C. KULKARNI (2020) Effective Heart Disease Prediction Using Machine learning. JCR, 7 (9), 3341-3345. doi:10.31838/jcr.07.09.509



Turabian Style

PRIYANKA KESHAV GAIKWAD, YOGINI C. KULKARNI. 2020. Effective Heart Disease Prediction Using Machine learning. Journal of Critical Reviews, 7 (9), 3341-3345. doi:10.31838/jcr.07.09.509



Chicago Style

PRIYANKA KESHAV GAIKWAD, YOGINI C. KULKARNI. "Effective Heart Disease Prediction Using Machine learning." Journal of Critical Reviews 7 (2020), 3341-3345. doi:10.31838/jcr.07.09.509



MLA (The Modern Language Association) Style

PRIYANKA KESHAV GAIKWAD, YOGINI C. KULKARNI. "Effective Heart Disease Prediction Using Machine learning." Journal of Critical Reviews 7.9 (2020), 3341-3345. Print. doi:10.31838/jcr.07.09.509



APA (American Psychological Association) Style

PRIYANKA KESHAV GAIKWAD, YOGINI C. KULKARNI (2020) Effective Heart Disease Prediction Using Machine learning. Journal of Critical Reviews, 7 (9), 3341-3345. doi:10.31838/jcr.07.09.509