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
Authors and Affiliations
Keywords
Related Articles
- EP ID EP630157
- DOI 10.31142/ijtsrd26750
- Views 125
- Downloads 0
The Use of Historical Controls in Post-Test only Non-Equivalent Control Group
Implementation of historical controls and concurrent controls in post-test only non-equivalent control design was a novel undertaking for a research study titled œEffect of structured nursing care rounds on satisfaction...
Simulation of 16 bit ALU using Verilog-hdl
In many digital circuits ALU is a basic building block. It can be used in integer arithmetic computations and as Complex operation. This research paper is based on the simulation of 16 bit ALU using VHDL. The design was...
Social Media and Mental Health
Social media basically means any human communication or sharing information on internet that occurs through the medium of computer, tablet or mobile. There are numerous websites and apps that make it possible. Social med...
Mass Detection and Classification System for Mammography Image Preprocessing
Today in the entire world in numerous territories, Breast malignancy is a main source of disease especially in lady in which most normal bosom anomalies are masses and calcifications. Early location of determination is t...
Glaucoma Detection from Retinal Images
Glaucoma is the most leading cause of irreversible blindness with the population of Africa and Asia ranking the highest over the rate of glaucoma affected regions around the world. The defect will damage eyes irreversibl...