Expediting Model Selection for Support Vector Machines Based on Data Reduction
Journal
IEEE International Conference on Systems, Man and Cybernetics
Journal Volume
1
Pages
786-791
Date Issued
2003-07
Date
2003-07
Author(s)
DOI
20060927122858382872
Abstract
In recent years, Support Vector Machines (SVM) have been extensively applied to deal with various data classification problems. However, in some cases, the application of SVM is limited due to the time taken to conduct model selection for SVM.
Subjects
Support Vector Machines
Data Classification
Model Selection
Publisher
臺北市:國立臺灣大學資訊工程學系
Type
report
File(s)![Thumbnail Image]()
Loading...
Name
smc03_yien.pdf
Size
212.76 KB
Format
Adobe PDF
Checksum
(MD5):76b50955e6fd0eaf6d4dc44af23ad070