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Call for Papers:Vol.11 Issue.3

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Title: :  Heart disease prediction using machine learning algorithms
PaperId: :  16432
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 2 2022
DUI:    16.0415/IJARIIE-16432
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Lakshmi C NDayananda Sagar Academy of Technology and Management
Bindhushree MDayananda Sagar Academy of Technology and Management
Manish CDayananda Sagar Academy of Technology and Management
Jaya PoojaryDayananda Sagar Academy of Technology and Management
Shylaja BDayananda Sagar Academy of Technology and Management

Abstract

Computer Engineering
Heart disease , machine learning algorithms
. This research paper presents various attributes related to heart disease, and the model on basis of supervised learning algorithms as Naïve Bayes, decision tree, K-nearest neighbor, Support vector machine and random forest algorithm. It uses the existing dataset from the Cleveland database of UCI repository of heart disease patients. The dataset comprises 303 instances and 76 attributes. Of these 76 attributes, only 14 attributes are considered for testing, important to substantiate the performance of diferent algorithms. This research paper aims to envision the probability of developing heart disease in the patients.

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IJARIIE Lakshmi C N, Bindhushree M, Manish C, Jaya Poojary, and Shylaja B. "Heart disease prediction using machine learning algorithms" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 2 2022 Page 1683-1688
MLA Lakshmi C N, Bindhushree M, Manish C, Jaya Poojary, and Shylaja B. "Heart disease prediction using machine learning algorithms." International Journal Of Advance Research And Innovative Ideas In Education 8.2(2022) : 1683-1688.
APA Lakshmi C N, Bindhushree M, Manish C, Jaya Poojary, & Shylaja B. (2022). Heart disease prediction using machine learning algorithms. International Journal Of Advance Research And Innovative Ideas In Education, 8(2), 1683-1688.
Chicago Lakshmi C N, Bindhushree M, Manish C, Jaya Poojary, and Shylaja B. "Heart disease prediction using machine learning algorithms." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 2 (2022) : 1683-1688.
Oxford Lakshmi C N, Bindhushree M, Manish C, Jaya Poojary, and Shylaja B. 'Heart disease prediction using machine learning algorithms', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 2, 2022, p. 1683-1688. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Heart_disease_prediction_using_machine_learning_algorithms_ijariie16432.pdf (Accessed : 03 September 2024).
Harvard Lakshmi C N, Bindhushree M, Manish C, Jaya Poojary, and Shylaja B. (2022) 'Heart disease prediction using machine learning algorithms', International Journal Of Advance Research And Innovative Ideas In Education, 8(2), pp. 1683-1688IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Heart_disease_prediction_using_machine_learning_algorithms_ijariie16432.pdf (Accessed : 03 September 2024)
IEEE Lakshmi C N, Bindhushree M, Manish C, Jaya Poojary, and Shylaja B, "Heart disease prediction using machine learning algorithms," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 2, pp. 1683-1688, Mar-App 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/Heart_disease_prediction_using_machine_learning_algorithms_ijariie16432.pdf [Accessed : 03 September 2024].
Turabian Lakshmi C N, Bindhushree M, Manish C, Jaya Poojary, and Shylaja B. "Heart disease prediction using machine learning algorithms." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 2 (03 September 2024).
Vancouver Lakshmi C N, Bindhushree M, Manish C, Jaya Poojary, and Shylaja B. Heart disease prediction using machine learning algorithms. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : 03 September 2024]; 8(2) : 1683-1688. Available from: https://ijariie.com/AdminUploadPdf/Heart_disease_prediction_using_machine_learning_algorithms_ijariie16432.pdf
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