|
gptkbp:instanceOf
|
gptkb:software
|
|
gptkbp:affiliation
|
gptkb:National_Taiwan_University
|
|
gptkbp:citation
|
over 40,000
Chang, C.-C. and Lin, C.-J. (2011). LIBSVM: A library for support vector machines. ACM Transactions on Intelligent Systems and Technology, 2:27:1--27:27.
|
|
gptkbp:developer
|
gptkb:Chih-Chung_Chang
gptkb:Chih-Jen_Lin
|
|
gptkbp:feature
|
gptkb:graphical_user_interface
cross-validation
multi-class classification
API for multiple languages
precomputed kernels
probability estimates
sparse data support
|
|
gptkbp:format
|
gptkb:LibSVM_format
|
|
gptkbp:genre
|
gptkb:machine_learning
support vector machines
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
LibSVM
|
|
gptkbp:includedIn
|
gptkb:Orange
gptkb:Weka
gptkb:scikit-learn
gptkb:KNIME
|
|
gptkbp:latestReleaseVersion
|
3.25
2024-01-01
|
|
gptkbp:license
|
gptkb:BSD_License
|
|
gptkbp:platform
|
cross-platform
|
|
gptkbp:programmingLanguage
|
gptkb:Java
gptkb:Perl
gptkb:Python
gptkb:Ruby
gptkb:C++
gptkb:MATLAB
gptkb:Octave
C
R
|
|
gptkbp:releaseDate
|
2001
|
|
gptkbp:usedFor
|
gptkb:dictionary
regression
one-class SVM
support vector classification
support vector regression
|
|
gptkbp:website
|
https://www.csie.ntu.edu.tw/~cjlin/libsvm/
|
|
gptkbp:bfsParent
|
gptkb:Core_ML
gptkb:CoreML
|
|
gptkbp:bfsLayer
|
6
|