Heart Disease Prediction System Using SVM and Naive Bayes
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 2, Issue 5
Abstract
As large amount of data is generated in medical organisations (hospitals,medical centers)but as this data is not properly used. There is a wealth of hidden information present in the datasets. This unused data can be converted into useful data. For this purpose we can use different data mining techniques. This paper presents a classifier approach for detection of heart disease and shows how support vector machine(SVM) and Naive Bayes can be used for classification purpose. In our system, we will categories medical data into five categories namely no, low, average,high and very high. Also, if unknown sample comes then the system will predict the class label of that sample. Hence two basic functions namely classification (training) and prediction (testing) will be performed. Accuracy of the system is depends on algorithm and database used.
Authors and Affiliations
Ms. R. R. Ade
Keywords
Related Articles
- EP ID EP148701
- DOI -
- Views 58
- Downloads 0
Implementation of the Atm Security System by Using ZIGBEE
The Implementation of the ATM Security System by Using Zigbee is developed into the security application. The main objective of this system is to develop an embedded system, which is used for ATM security applica...
RAPID PROTOTYPING TECHNOLOGY RANKING USING AN ANP APPROACH AND ITS SENSITIVITY ANALYSIS
There are many rapid prototyping machine available in the market and all of them have their own advantages and limitations. When the time come to purchase a new machine it is a crucial decision to select best alter...
AUTOMATIC IRRIGATION SYSTEM USING A WIRELESS SENSOR NETWORK AND GPRS MODULE
Automatic irrigation system was used to reduce water usage in the agricultural system. The automatic irrigation system has consists of wireless sensor unit and wireless information unit and webpages. Wireless sens...
Waste Heat Recovery : An Analytical Study Of Combined Ejector And Vapour Compression Refrigeration System
Vapour compression refrigeration system is most commonly and domestic as well as large scale method of producing refrigeration effect. Due to higher co-efficient of performance these systems capture most of the r...
Assessment of Physico-chemical Water Quality Parameters of Surajkund Pondin Gorakhpur City
Water bodies in urban areas have been facing the adverse effects of anthropogenic pollution for so many years. The water quality in lakes and ponds being used for religious bathing and cultural gathering is of par...