DocumentCode
3579063
Title
Comparison of classification techniques for predicting the cognitive skill of students in education environment
Author
Mayilvaganan, M. ; Kalpanadevi, D.
Author_Institution
Department of Computer Science, PSG College of Arts and Science College, Coimbatore, India
fYear
2014
Firstpage
1
Lastpage
4
Abstract
The proposed methodology involves to compares classification techniques for predicting the cognitive skill of students which can be evaluate by conducting the online test. The paper focuses the comparative performance of C4.5 algorithm, Naïve Bayes classifier algorithm which one is well suited accuracy for predicting the skill of expertise by experimenting in Rapid miner.
Keywords
Accuracy; Classification algorithms; Cognition; Data mining; Education; Prediction algorithms; Training data; C4.5 algorithm; Datamining; Naïve Bayes Classification; Rapid Miner;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Computing Research (ICCIC), 2014 IEEE International Conference on
Print_ISBN
978-1-4799-3974-9
Type
conf
DOI
10.1109/ICCIC.2014.7238346
Filename
7238346
Link To Document