[Date Prev][Date Next] [Thread Prev][Thread Next] [Date Index] [Thread Index]

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

Reply to: