LIBLINEAR: A Library for Large Linear Classification

作者：Rong-En Fan, Kai‐Wei Chang, Cho‐Jui Hsieh, Wang Xiang-rui, Chih‐Jen Lin · 年份：2008 · 被引用次数：6609 · 研究领域：Face and Expression Recognition、Machine Learning and Data Classification、Neural Networks and Applications

LIBLINEAR is an open source library for large-scale linear classification. It supports logistic regres-sion 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.