Bug#585788: ITP: liblinear -- Library for Large Linear Classification
Package: wnpp
Severity: wishlist
Owner: Christian Kastner <debian@kvr.at>
* Package name : liblinear
Version : 1.51
Upstream Author : The LIBLINEAR Project
* URL : http://www.csie.ntu.edu.tw/~cjlin/liblinear/
* License : BSD
Programming Lang: C/C++
Description : Library for Large Linear Classification
LIBLINEAR is a linear classifier for data with millions of instances and
features. It supports
.
* L2-regularized classifiers
L2-loss linear SVM, L1-loss linear SVM, and logistic regression (LR)
* L1-regularized classifiers (after version 1.4)
L2-loss linear SVM and logistic regression (LR)
.
Main features of LIBLINEAR include
.
* Same data format as LIBSVM
* similar usage to LIBSVM
* Multi-class classification: 1) one-vs-the rest, 2) Crammer & Singer
* Cross validation for model selection
* Probability estimates (logistic regression only)
* Weights for unbalanced data
* MATLAB/Octave interface
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