DocumentCode
707650
Title
Voting based Extreme learning machine with entropy based ensemble pruning
Author
Shukla, Sanyam ; Yadav, R.N.
Author_Institution
CSE Dept., M.A.N.I.T., Bhopal, India
fYear
2015
fDate
3-4 March 2015
Firstpage
1
Lastpage
6
Abstract
Voting based Extreme learning machine was recently proposed to reduce the error due to variance in Extreme Learning Machine. This paper further refines the algorithm by using entropy based ensemble pruning. Results obtained shows significant improvement in performance along with reduction in computational and storage requirement.
Keywords
entropy; learning (artificial intelligence); pattern classification; entropy based ensemble pruning; voting based extreme learning machine; Accuracy; Classification algorithms; Entropy; Mathematical model; Neurons; Testing; Training; Ensemble Pruning; Entropy; Extreme learning Machine;
fLanguage
English
Publisher
ieee
Conference_Titel
Cognitive Computing and Information Processing (CCIP), 2015 International Conference on
Conference_Location
Noida
Type
conf
DOI
10.1109/CCIP.2015.7100692
Filename
7100692
Link To Document