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College of Electrical Engineering and Computer Science / 電機資訊學院
Computer Science and Information Engineering / 資訊工程學系
Probability Estimates for Multi-class Classification by Pairwise Coupling
Details
Probability Estimates for Multi-class Classification by Pairwise Coupling
Date Issued
2004
Date
2004
Author(s)
Wu, Ting-Fan
Lin, Chih-Jen
Ruby, C. Weng
DOI
2006092712291274275
URI
http://ntur.lib.ntu.edu.tw//handle/246246/2006092712291274275
Abstract
Pairwise coupling is a popular multi-class classification method that combines all comparisons
for each pair of classes. This paper presents two approaches for obtaining class probabilities.
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Subjects
Pairwise Coupling
Probability Estimates
Random Forest
Support Vector Machines
Publisher
臺北市:國立臺灣大學資訊工程學系
Type
report
File(s)
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Name
svmprob.pdf
Size
598.97 KB
Format
Adobe PDF
Checksum
(MD5):af63fe9f7a90584216db9b65e45b9d82
