LIBLINEAR: A Library for Large Linear Classification

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.

• Type: Journal
• Year: 2008
• Where: JMLR
• Authors: Rong-En Fan, Kai-Wei Chang, Cho-Jui Hsieh, Xiang-Rui Wang, Chih-Jen Lin
• Keywords: Easy-to-use Command-line Tools, JMLR 2008, Large-scale Linear Classification, Open Source Library