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Title: :  Heart Attack Detection Using Bag Of Words With Machine Learning
PaperId: :  10967
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 6 2019
DUI:    16.0415/IJARIIE-10967
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
SURBHI KADUPRMIT&R Badnera , Amravati, India.
Dr. G.R.BamnotePRMIT&R Badnera , Amravati, India.

Abstract

COMPUTER ENGINEERING
Heart Diseases, Data mining, k-mean clustering, bag of words
According to recent survey by WHO organization 17.5 million people dead each year. It will increase to 75 million in the year 2030. Medical professionals working in the field of heart disease have their own limitation; they can predict chance of heart attack up to 67% accuracy, with the current epidemic scenario doctors need a support system for more accurate prediction of heart disease. Machine learning algorithm opens new door opportunities for precise predication of heart attack. The Bag of Words model (BOW) originated in natural language processing. It makes the simplifying assumption that the order of the words in a sentence or text document is of negligible importance for classifying it. This paper highlights the important role played by the machine learning algorithm in analyzing huge volumes of healthcare related data in prediction and diagnosis of disease.

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IJARIIE SURBHI KADU, and Dr. G.R.Bamnote. "Heart Attack Detection Using Bag Of Words With Machine Learning" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 6 2019 Page 105-112
MLA SURBHI KADU, and Dr. G.R.Bamnote. "Heart Attack Detection Using Bag Of Words With Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 5.6(2019) : 105-112.
APA SURBHI KADU, & Dr. G.R.Bamnote. (2019). Heart Attack Detection Using Bag Of Words With Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education, 5(6), 105-112.
Chicago SURBHI KADU, and Dr. G.R.Bamnote. "Heart Attack Detection Using Bag Of Words With Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 6 (2019) : 105-112.
Oxford SURBHI KADU, and Dr. G.R.Bamnote. 'Heart Attack Detection Using Bag Of Words With Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 6, 2019, p. 105-112. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Heart_Attack_Detection_Using_Bag_Of_Words_With_Machine_Learning_ijariie10967.pdf (Accessed : 01 January 2020).
Harvard SURBHI KADU, and Dr. G.R.Bamnote. (2019) 'Heart Attack Detection Using Bag Of Words With Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, 5(6), pp. 105-112IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Heart_Attack_Detection_Using_Bag_Of_Words_With_Machine_Learning_ijariie10967.pdf (Accessed : 01 January 2020)
IEEE SURBHI KADU, and Dr. G.R.Bamnote, "Heart Attack Detection Using Bag Of Words With Machine Learning," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 6, pp. 105-112, Nov-Dec 2019. [Online]. Available: https://ijariie.com/AdminUploadPdf/Heart_Attack_Detection_Using_Bag_Of_Words_With_Machine_Learning_ijariie10967.pdf [Accessed : 01 January 2020].
Turabian SURBHI KADU, and Dr. G.R.Bamnote. "Heart Attack Detection Using Bag Of Words With Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 6 (01 January 2020).
Vancouver SURBHI KADU, and Dr. G.R.Bamnote. Heart Attack Detection Using Bag Of Words With Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : 01 January 2020]; 5(6) : 105-112. Available from: https://ijariie.com/AdminUploadPdf/Heart_Attack_Detection_Using_Bag_Of_Words_With_Machine_Learning_ijariie10967.pdf
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