DocumentCode
2010420
Title
Accuracy of Classifier Combining Based on Majority Voting
Author
Hong, Peng ; Chengde, Lin ; Linkai, Luo ; Qifeng, Zhou
Author_Institution
Xiamen Univ., Xiamen
fYear
2007
fDate
May 30 2007-June 1 2007
Firstpage
2654
Lastpage
2658
Abstract
In this paper, we formulate the accuracy of classifier combining which is based on majority voting, there are only two parameter involved, one is the average accuracy of individual classifiers, the other we call it lapsed accuracy (LA) is related with the efficiency of classifier combining, and we discuss the theoretical bounds of majority voting via the formula.
Keywords
combinatorial mathematics; pattern classification; classifier combining accuracy; lapsed accuracy; majority voting; Authentication; Automatic control; Automation; Data processing; Diversity reception; Error analysis; Estimation error; Handwriting recognition; Probability; Voting; Lapsed Accuracy; classifier combination; classifier design and evaluation; combination accuracy; majority voting; theoretical bounds;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Automation, 2007. ICCA 2007. IEEE International Conference on
Conference_Location
Guangzhou
Print_ISBN
978-1-4244-0818-4
Electronic_ISBN
978-1-4244-0818-4
Type
conf
DOI
10.1109/ICCA.2007.4376843
Filename
4376843
Link To Document