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Title: :  PREDICTION OF CORONARY ARTERY DISEASE USING MACHINE LEARNING
PaperId: :  14469
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 3 2021
DUI:    16.0415/IJARIIE-14469
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Ajaygouda YallappagoudarDayananda Sagar College of Engineering
Shashank GangadharDayananda Sagar College of Engineering
Arun C MDayananda Sagar College of Engineering
Vishal AgarwalDayananda Sagar College of Engineering

Abstract

Computer Science and Engineering
Machine Learning, Random Forest, CAD, Framingham Dataset.
In recent times, there has been a lot of implementation with respect to machine learning and its application methods in the Medical field and is often referred to be a valuable rich information. Coronary Artery Disease (CAD) is one of the major causes of death all around the world and early detection can prevent it. The aim of this project is to predict Coronary artery disease using historical medical data. The dataset is then trained using random forest algorithm and visualized important predictive analytics using confusion matrix. We also focus on a designing a webpage which receives attributes as input and give them an accurate result upto 93%.

Citations

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IJARIIE Ajaygouda Yallappagoudar, Shashank Gangadhar, Arun C M, and Vishal Agarwal. "PREDICTION OF CORONARY ARTERY DISEASE USING MACHINE LEARNING" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 3 2021 Page 1750-1763
MLA Ajaygouda Yallappagoudar, Shashank Gangadhar, Arun C M, and Vishal Agarwal. "PREDICTION OF CORONARY ARTERY DISEASE USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 7.3(2021) : 1750-1763.
APA Ajaygouda Yallappagoudar, Shashank Gangadhar, Arun C M, & Vishal Agarwal. (2021). PREDICTION OF CORONARY ARTERY DISEASE USING MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education, 7(3), 1750-1763.
Chicago Ajaygouda Yallappagoudar, Shashank Gangadhar, Arun C M, and Vishal Agarwal. "PREDICTION OF CORONARY ARTERY DISEASE USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 3 (2021) : 1750-1763.
Oxford Ajaygouda Yallappagoudar, Shashank Gangadhar, Arun C M, and Vishal Agarwal. 'PREDICTION OF CORONARY ARTERY DISEASE USING MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, 2021, p. 1750-1763. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/PREDICTION_OF_CORONARY_ARTERY_DISEASE_USING_MACHINE_LEARNING_ijariie14469.pdf (Accessed : 20 June 2021).
Harvard Ajaygouda Yallappagoudar, Shashank Gangadhar, Arun C M, and Vishal Agarwal. (2021) 'PREDICTION OF CORONARY ARTERY DISEASE USING MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, 7(3), pp. 1750-1763IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/PREDICTION_OF_CORONARY_ARTERY_DISEASE_USING_MACHINE_LEARNING_ijariie14469.pdf (Accessed : 20 June 2021)
IEEE Ajaygouda Yallappagoudar, Shashank Gangadhar, Arun C M, and Vishal Agarwal, "PREDICTION OF CORONARY ARTERY DISEASE USING MACHINE LEARNING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, pp. 1750-1763, May-Jun 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/PREDICTION_OF_CORONARY_ARTERY_DISEASE_USING_MACHINE_LEARNING_ijariie14469.pdf [Accessed : 20 June 2021].
Turabian Ajaygouda Yallappagoudar, Shashank Gangadhar, Arun C M, and Vishal Agarwal. "PREDICTION OF CORONARY ARTERY DISEASE USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 3 (20 June 2021).
Vancouver Ajaygouda Yallappagoudar, Shashank Gangadhar, Arun C M, and Vishal Agarwal. PREDICTION OF CORONARY ARTERY DISEASE USING MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : 20 June 2021]; 7(3) : 1750-1763. Available from: https://ijariie.com/AdminUploadPdf/PREDICTION_OF_CORONARY_ARTERY_DISEASE_USING_MACHINE_LEARNING_ijariie14469.pdf
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