LIBLINEAR: A Library for Large Linear Classification
Rong-En Fan(National Taiwan University), Kai‐Wei Chang(National Taiwan University), Cho‐Jui Hsieh(National Taiwan University), Wang Xiang-rui(National Taiwan University), Chih‐Jen Lin(National Taiwan University)
Unknown
June 1, 2008
Cited by 6,622
Abstract
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.
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