Smart Health Care Implementation Using Naïve Bayes Algorithm
Journal Title: International Journal of Innovative Research in Computer Science and Technology - Year 2019, Vol 7, Issue 3
Abstract
—Heart disease and diabetes are two most commonly found chronic disease that has become a mainstream health issue with the current lifestyle. It is essential to identify the symptoms and treat the disease at early stages. Data mining practices are used in number of applications. It is an exercise of determining a large amount of pre-existing database to produce new information. In health care system data mining renders a vital role to predict the illness with the given symptoms and classify the disease as diabetes or heart disease. The major reason of data mining in health care system is to evolve a new automated tool for determining and diffusing pertinent health care information. Here, the system is fed with various attributes. According to those attributes, the system compares the given symptoms with the actual dataset and predicts the relevant disease based on the user input. In this system, Naïve Bayes algorithm and R tool have been used for prediction and visualization. The goal is to develop a cost-effective and easily accessible healthcare system that can benefit the medical practitioners to combat the prolonged procedures of diagnosis and faster retrieval of results.
Authors and Affiliations
Harshitha M, Dr. B M Sagar
Keywords
Related Articles
- EP ID EP748120
- DOI 10.21276/ijircst.2019.7.3.11
- Views 41
- Downloads 0
Experimental Study on the Behavior of Concrete Using Translucent Material
Energy efficient and safety of structures have gained worldwide attention in present scenario. Concrete being considered as one of the major backbone of structures can be modified in order to improve its everlasting prop...
Advancing Cybersecurity and Data Networking Through Machine Learning-Driven Prediction Models
The increasing reliance on interconnected systems has elevated the importance of robust cybersecurity and efficient data networking. As digital transformation accelerates, emerging cyber threats exploit vulnerabilities i...
A Game-Theoretic Framework for a Next-Generation Retail Power Market with a Large Number of Distributed Residential Electricity Suppliers
This study provides a novel a system dynamics foundation for this next retail electricity industry (the "Energy Network") with both a large number of dispersed household electricity providers (the "Energy Cells"). The pr...
Evaluation of Programming Tools for the Development of Fuzzy-QFD Driven Software Tool for Effective Design of Online Shopping Websites
Today, the website design has emerged as major driving force behind the success of online shopping websites. This has forced designers and engineers to look for some novel methods for well designed websites. Recently the...
A Review on Block Chain Technology
Block-chain is the foundation of all cryptocurrencies, including Bitcoins. Without the need of a third-party media, Blockchain is utilized for bitcoin transactions all around the world. Blockchain is used for worldwide d...