Android Based Questionnaires Application for Heart Disease Prediction System
Journal Title: International Journal of Trend in Scientific Research and Development - Year 2019, Vol 3, Issue 5
Abstract
Today classification techniques in data mining are most popular to prediction and data exploration. This Heart Disease Prediction System HDPS is using Naive Bayesian Classification with a comparison for simple probability and that of Jelinek Mercer JM Smoothing. It is implemented as an Android based application user must be feedback and answers the questions then can be seen the result as user desired in different ways exactly heart disease is present or not and then with predictions No, Low, Average, High, Very High . And the system will be provided required suggestions such as doctor details and medications to patients could be able. It will be also proved that enhanced Naive Bayes with Jelinek Mercer smoothing technique is also effective to eliminate the noise for prediction the heart disease. This system can also calculate classifier accuracy by using precision and recall. Nan Yu Hlaing | Phyu Pyar Moe "Android Based Questionnaires Application for Heart Disease Prediction System" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-5 , August 2019, URL: https://www.ijtsrd.com/papers/ijtsrd26750.pdfPaper URL: https://www.ijtsrd.com/computer-science/data-miining/26750/android-based-questionnaires-application-for-heart-disease-prediction-system/nan-yu-hlaing
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- EP ID EP630157
- DOI 10.31142/ijtsrd26750
- Views 119
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