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Title: :  A Heart disease prediction using machine learning Algorithms
PaperId: :  19456
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 2 2023
DUI:    16.0415/IJARIIE-19456
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
T.KalaiselviErode Sengunthar Engineering College
G.AbinavErode Sengunthar Engineering College
B.MeikandanErode Sengunthar Engineering College

Abstract

Computer Science and Engineering
Data mining, Prediction model Classification algorithms, Feature selection, Heart disease prediction
In day to day life, there are various factors that affect the mortal heart. Numerous problems are being at a rapid-fire pace and novel heart conditions are fleetly identified. In this stressful of world, Heart, being an essential organ in the body pumps blood through the body for blood rotation essential and its health is to be conserved for a healthy living. This design is driven by the fundamental motivation to create a heart complaint prediction model for determining the likelihood of a heart complaint in a case. Moreover, the objective of this exploratory study is to link the algorithms to this probability. Medical interpreters often face difficulty in recognizing potential heart problems in patients due to the need for exhaustive training and the use of rigorous medical tests. In this work, two data mining methods – KNN and SVM classification – are used to analyse and anticipate the chance of cardiovascular problems. The main purpose of this key exploratory research is to identify algorithms that can accurately classify individuals as either normal or abnormal. Hence, it is now possible to stop the loss of life at an earlier stage. The aforementioned methods definitely outperform other algorithms for predicting cardiac complaints. Python version 3.7 was used to create the design.

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IJARIIE T.Kalaiselvi, G.Abinav, and B.Meikandan. "A Heart disease prediction using machine learning Algorithms" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 2 2023 Page 1621-1629
MLA T.Kalaiselvi, G.Abinav, and B.Meikandan. "A Heart disease prediction using machine learning Algorithms." International Journal Of Advance Research And Innovative Ideas In Education 9.2(2023) : 1621-1629.
APA T.Kalaiselvi, G.Abinav, & B.Meikandan. (2023). A Heart disease prediction using machine learning Algorithms. International Journal Of Advance Research And Innovative Ideas In Education, 9(2), 1621-1629.
Chicago T.Kalaiselvi, G.Abinav, and B.Meikandan. "A Heart disease prediction using machine learning Algorithms." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 2 (2023) : 1621-1629.
Oxford T.Kalaiselvi, G.Abinav, and B.Meikandan. 'A Heart disease prediction using machine learning Algorithms', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, 2023, p. 1621-1629. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/A_Heart_disease_prediction_using_machine_learning_Algorithms_ijariie19456.pdf (Accessed : 26 February 2025).
Harvard T.Kalaiselvi, G.Abinav, and B.Meikandan. (2023) 'A Heart disease prediction using machine learning Algorithms', International Journal Of Advance Research And Innovative Ideas In Education, 9(2), pp. 1621-1629IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/A_Heart_disease_prediction_using_machine_learning_Algorithms_ijariie19456.pdf (Accessed : 26 February 2025)
IEEE T.Kalaiselvi, G.Abinav, and B.Meikandan, "A Heart disease prediction using machine learning Algorithms," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, pp. 1621-1629, Mar-App 2023. [Online]. Available: http://ijariie.com/AdminUploadPdf/A_Heart_disease_prediction_using_machine_learning_Algorithms_ijariie19456.pdf [Accessed : 26 February 2025].
Turabian T.Kalaiselvi, G.Abinav, and B.Meikandan. "A Heart disease prediction using machine learning Algorithms." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 2 (26 February 2025).
Vancouver T.Kalaiselvi, G.Abinav, and B.Meikandan. A Heart disease prediction using machine learning Algorithms. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 26 February 2025]; 9(2) : 1621-1629. Available from: http://ijariie.com/AdminUploadPdf/A_Heart_disease_prediction_using_machine_learning_Algorithms_ijariie19456.pdf
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