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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Paper Title
HEART DISEASE PREDICTION USING NAIVE BAYES ALGORITHM
Authors
Akanksha Toley, Shrutika Jambhale, Sukanya Rawool, Vinayak Sridhar
Keywords
Data modelling, MATLAB,Naive Bayes Algorithm, data mining, conditional probability
Abstract
The main objective of this research is to develop a decision support in Heart Disease Prediction System (HDPS) using one Data Modelling technique , namely, Naive Bayes. Using medical attributes such as age,sex,blood pressure, ECG graph, etc. It can predict the likelihood of patients getting a heart disease. HDPS is implemented as an application in MATLAB which can answer user queries, it can discover and extract hidden knowledge(patterns and relationships) associated with heart disease from a historical heart disease database. It can answer complex queries for diagnosing heart disease and thus assist healthcare practitioners to make intelligent clinical decisions which traditional decision support systems cannot.
IJCRT's Publication Details
Unique Identification Number - IJCRT1893179
Paper ID - 190724
Page Number(s) - 137-141
Pubished in - Volume 6 | Issue 2 | April 2018
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Akanksha Toley, Shrutika Jambhale, Sukanya Rawool, Vinayak Sridhar, "HEART DISEASE PREDICTION USING NAIVE BAYES ALGORITHM", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.6, Issue 2, pp.137-141, April 2018, Available at :http://www.ijcrt.org/papers/IJCRT1893179.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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