mirror of
https://git.FreeBSD.org/ports.git
synced 2024-12-22 04:17:44 +00:00
22 lines
917 B
Plaintext
22 lines
917 B
Plaintext
LIBSVM is an integrated software for support vector classification, (C-SVC,
|
|
nu-SVC), regression (epsilon-SVR, nu-SVR) and distribution estimation
|
|
(one-class SVM). It supports multi-class classification.
|
|
|
|
LIBSVM provides a simple interface where users can easily link it with their
|
|
own programs. Main features of LIBSVM include
|
|
|
|
* Different SVM formulations
|
|
* Efficient multi-class classification
|
|
* Cross validation for model selection
|
|
* Probability estimates
|
|
* Weighted SVM for unbalanced data
|
|
* Both C++ and Java sources
|
|
* GUI demonstrating SVM classification and regression
|
|
* Python, R (also Splus), MATLAB, Perl, Ruby, Weka, Common LISP and LabVIEW
|
|
interfaces. C# .NET code is available.
|
|
It's also included in some learning environments: YALE and PCP.
|
|
* Automatic model selection which can generate contour of cross valiation
|
|
accuracy.
|
|
|
|
WWW: http://www.csie.ntu.edu.tw/~cjlin/libsvm/
|