LIBLINEAR: A Library for Large Linear Classification
Abstract
LIBLINEAR is an open source library for large-scale linear classification. It supports logistic regression and linear support vector machines. We provide easy-to-use command-line tools and library calls for users and developers. Comprehensive documents are available for both beginners and advanced users. Experiments demonstrate that LIBLINEAR is very efficient on large sparse data sets.
Cite
Text
Fan et al. "LIBLINEAR: A Library for Large Linear Classification." Machine Learning Open Source Software, 2008.Markdown
[Fan et al. "LIBLINEAR: A Library for Large Linear Classification." Machine Learning Open Source Software, 2008.](https://mlanthology.org/mloss/2008/fan2008jmlr-liblinear/)BibTeX
@article{fan2008jmlr-liblinear,
title = {{LIBLINEAR: A Library for Large Linear Classification}},
author = {Fan, Rong-En and Chang, Kai-Wei and Hsieh, Cho-Jui and Wang, Xiang-Rui and Lin, Chih-Jen},
journal = {Machine Learning Open Source Software},
year = {2008},
pages = {1871-1874},
volume = {9},
url = {https://mlanthology.org/mloss/2008/fan2008jmlr-liblinear/}
}