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Title: :  SMO AND LAZY CLASSIFIERS FOR HEART DISEASE PREDICTION
PaperId: :  10107
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 2 2019
DUI:    16.0415/IJARIIE-10107
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Aung Nway OoUniversity of Information Technology, Myanmar
Thin NaingUniversity of Information Technology, Myanmar

Abstract

Computer Science
Data mining, Machine Learning, Classification
Data mining and machine learning technique are rapidly developed for many kinds of applications. One of the important applications is in medical diagnosis field. The aim of this paper is to compare the different classifiers for heart disease classification. In this paper, SMO classifier and two lazy classifiers (IBK and KStar) are used for prediction of heart disease. The results of each classifiers are compared and analysis. The experiments results proved that SMO classifier is better than other classifiers for heart disease prediction.

Citations

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IJARIIE Aung Nway Oo, and Thin Naing. "SMO AND LAZY CLASSIFIERS FOR HEART DISEASE PREDICTION" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 2 2019 Page 2829-2833
MLA Aung Nway Oo, and Thin Naing. "SMO AND LAZY CLASSIFIERS FOR HEART DISEASE PREDICTION." International Journal Of Advance Research And Innovative Ideas In Education 5.2(2019) : 2829-2833.
APA Aung Nway Oo, & Thin Naing. (2019). SMO AND LAZY CLASSIFIERS FOR HEART DISEASE PREDICTION. International Journal Of Advance Research And Innovative Ideas In Education, 5(2), 2829-2833.
Chicago Aung Nway Oo, and Thin Naing. "SMO AND LAZY CLASSIFIERS FOR HEART DISEASE PREDICTION." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 2 (2019) : 2829-2833.
Oxford Aung Nway Oo, and Thin Naing. 'SMO AND LAZY CLASSIFIERS FOR HEART DISEASE PREDICTION', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 2, 2019, p. 2829-2833. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/SMO_AND_LAZY_CLASSIFIERS_FOR_HEART_DISEASE_PREDICTION_ijariie10107.pdf (Accessed : 24 April 2019).
Harvard Aung Nway Oo, and Thin Naing. (2019) 'SMO AND LAZY CLASSIFIERS FOR HEART DISEASE PREDICTION', International Journal Of Advance Research And Innovative Ideas In Education, 5(2), pp. 2829-2833IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/SMO_AND_LAZY_CLASSIFIERS_FOR_HEART_DISEASE_PREDICTION_ijariie10107.pdf (Accessed : 24 April 2019)
IEEE Aung Nway Oo, and Thin Naing, "SMO AND LAZY CLASSIFIERS FOR HEART DISEASE PREDICTION," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 2, pp. 2829-2833, Mar-App 2019. [Online]. Available: http://ijariie.com/AdminUploadPdf/SMO_AND_LAZY_CLASSIFIERS_FOR_HEART_DISEASE_PREDICTION_ijariie10107.pdf [Accessed : 24 April 2019].
Turabian Aung Nway Oo, and Thin Naing. "SMO AND LAZY CLASSIFIERS FOR HEART DISEASE PREDICTION." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 2 (24 April 2019).
Vancouver Aung Nway Oo, and Thin Naing. SMO AND LAZY CLASSIFIERS FOR HEART DISEASE PREDICTION. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : 24 April 2019]; 5(2) : 2829-2833. Available from: http://ijariie.com/AdminUploadPdf/SMO_AND_LAZY_CLASSIFIERS_FOR_HEART_DISEASE_PREDICTION_ijariie10107.pdf
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