Decision support heart disease detection system using decision tree technique / Muhammad Adam Hasanuddin

Decision tree classifier technique has been implemented in various field or research. In this project, it focuses on finding the probability of having the heart disease symptoms. Decision tree was implemented in the project because the technique is suitable to determine the probability of having hea...

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Main Author:	Hasanuddin, Muhammad Adam
Format:	Thesis
Language:	English
Published:	2017
Online Access:	http://ir.uitm.edu.my/id/eprint/18179/ http://ir.uitm.edu.my/id/eprint/18179/2/TD_MUHAMMAD%20ADAM%20HASANUDDIN%20CS%2017_5.pdf

id	uitm-18179
recordtype	eprints
spelling	uitm-181792019-02-27T08:09:01Z http://ir.uitm.edu.my/id/eprint/18179/ Decision support heart disease detection system using decision tree technique / Muhammad Adam Hasanuddin Hasanuddin, Muhammad Adam Decision tree classifier technique has been implemented in various field or research. In this project, it focuses on finding the probability of having the heart disease symptoms. Decision tree was implemented in the project because the technique is suitable to determine the probability of having heart disease based on the attributes. The prototype system gives prediction based on the rules created. The dataset is provided by a trusted website. Based on the interview done with the stakeholder, currently the clinic does not have a system to manage and gives prediction regarding heart disease. Plus, junior cardiologists are able to use the system as an educational tool about cardiology. System Development Life Cycle is used as the chosen methodology for this project. In the future, the system is able to be enhanced into mobile application where the user is able to use the system anywhere. 2017 Thesis NonPeerReviewed text en http://ir.uitm.edu.my/id/eprint/18179/2/TD_MUHAMMAD%20ADAM%20HASANUDDIN%20CS%2017_5.pdf Hasanuddin, Muhammad Adam (2017) Decision support heart disease detection system using decision tree technique / Muhammad Adam Hasanuddin. Degree thesis, Universiti Teknologi MARA.
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Teknologi MARA
building	UiTM Institutional Repository
collection	Online Access
language	English
description	Decision tree classifier technique has been implemented in various field or research. In this project, it focuses on finding the probability of having the heart disease symptoms. Decision tree was implemented in the project because the technique is suitable to determine the probability of having heart disease based on the attributes. The prototype system gives prediction based on the rules created. The dataset is provided by a trusted website. Based on the interview done with the stakeholder, currently the clinic does not have a system to manage and gives prediction regarding heart disease. Plus, junior cardiologists are able to use the system as an educational tool about cardiology. System Development Life Cycle is used as the chosen methodology for this project. In the future, the system is able to be enhanced into mobile application where the user is able to use the system anywhere.
format	Thesis
author	Hasanuddin, Muhammad Adam
spellingShingle	Hasanuddin, Muhammad Adam Decision support heart disease detection system using decision tree technique / Muhammad Adam Hasanuddin
author_facet	Hasanuddin, Muhammad Adam
author_sort	Hasanuddin, Muhammad Adam
title	Decision support heart disease detection system using decision tree technique / Muhammad Adam Hasanuddin
title_short	Decision support heart disease detection system using decision tree technique / Muhammad Adam Hasanuddin
title_full	Decision support heart disease detection system using decision tree technique / Muhammad Adam Hasanuddin
title_fullStr	Decision support heart disease detection system using decision tree technique / Muhammad Adam Hasanuddin
title_full_unstemmed	Decision support heart disease detection system using decision tree technique / Muhammad Adam Hasanuddin
title_sort	decision support heart disease detection system using decision tree technique / muhammad adam hasanuddin
publishDate	2017
url	http://ir.uitm.edu.my/id/eprint/18179/ http://ir.uitm.edu.my/id/eprint/18179/2/TD_MUHAMMAD%20ADAM%20HASANUDDIN%20CS%2017_5.pdf
first_indexed	2023-09-18T22:59:56Z
last_indexed	2023-09-18T22:59:56Z
_version_	1777418105622888448

Decision support heart disease detection system using decision tree technique / Muhammad Adam Hasanuddin

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