mirror of
https://git.FreeBSD.org/ports.git
synced 2024-12-01 01:17:02 +00:00
20 lines
899 B
Plaintext
20 lines
899 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. The basic algorithm
|
|
is a simplification of both SMO by Platt and SVMLight by Joachims. It is also
|
|
a simplification of the modification 2 of SMO by Keerthi et al.
|
|
|
|
Our goal is to help users from other fields to easily use SVM as a tool.
|
|
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
|
|
Weighted SVM for unbalanced data
|
|
Both C++ and Java sources
|
|
GUI demonstrating SVM classification and regression
|
|
|
|
WWW: http://www.csie.ntu.edu.tw/~cjlin/libsvm/
|
|
Author: Chih-Chung Chang and Chih-Jen Lin <cjlin@csie.ntu.edu.tw>
|