Prediction of heart disease by clustering and classification techniques prediction of heart disease by clustering and classification techniques

R Singh, E Rajesh - International Journal of Computer Sciences and …, 2019 - hal.science
… Myocardial Ischemic is common disease in the world. This system … of heart disease. In this
paper, number of input attributes is used for analyzing prediction systems for heart disease. …

[PDF][PDF] Machine learning classification techniques for heart disease prediction: a review

M Aljanabi, MH Qutqut, M Hijjawi - International Journal of …, 2018 - researchgate.net
… ; especially the classification technique that is widely used for prediction. In this paper,
we mainly focus on the papers that used classification algorithms to diagnose heart disease. …

Towards application of machine learning in classification and prediction of heart disease

GS Sajja, M Mustafa, K Phasinam… - … on Electronics and …, 2021 - ieeexplore.ieee.org
… This article presents framework for the classification and prediction of heart disease. C4.5,
ID3, Random Forest, KNN, and SVM are the five algorithms studied. The UCI Cleveland …

A review of feature selection and classification approaches for heart disease prediction

FF Firdaus, HA Nugroho, I Soesanti - IJITEE (International Journal …, 2021 - journal.ugm.ac.id
… the predictions of … classification methods for the prediction of heart disease in the last ten
years. Thus, it can be used as a reference in choosing a method for heart disease prediction for …

[HTML][HTML] Improving the accuracy of prediction of heart disease risk based on ensemble classification techniques

CBC Latha, SC Jeeva - Informatics in Medicine Unlocked, 2019 - Elsevier
… techniques are useful to predict the output from existing … classification for predicting heart
disease risk from the risk factors. It also tries to improve the accuracy of predicting heart disease

Heart disease prediction using lazy associative classification

MA Jabbar, BL Deekshatulu… - 2013 International Mutli …, 2013 - ieeexplore.ieee.org
… It has predicted that CVD will be the most important cause of … Hence a decision support
system should be proposed to predict … associative classification for prediction of heart disease in …

[PDF][PDF] Data mining classification algorithms for heart disease prediction

M Mirmozaffari, A Alinezhad… - Int'l Journal of Computing …, 2017 - academia.edu
prediction methodology, a model was developed to determine the characteristics of heart
disease … Data mining in this research is utilized to build models for prediction of the class based …

[PDF][PDF] Improved study of heart disease prediction system using data mining classification techniques

CS Dangare, SS Apte - International Journal of Computer Applications, 2012 - Citeseer
… in Heart disease prediction. This paper has analysed prediction systems for Heart disease
predict the likelihood of patient getting a Heart disease. Until now, 13 attributes are used for …

[PDF][PDF] An effective classification rule technique for heart disease prediction

S Vijayarani, S Sudha - International Journal of Engineering …, 2013 - researchgate.net
… This paper focuses on health care industry based on disease prediction from the dataset. …
of different classification rule techniques for a heart disease dataset. The classification rule …

Classification technique for heart disease prediction in data mining

M Chakarverti, S Yadav, R Rajan - 2019 2nd International …, 2019 - ieeexplore.ieee.org
… This study is based on the prediction analysis of heart diseases. In prediction analysis
approach, future potentials can be forecasted on the basis of present data suite. In this study, …