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LIBLINEAR: a library for large linear classification. (English) Zbl 1225.68175
Summary: 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.

MSC:
68T05 Learning and adaptive systems in artificial intelligence
68-04 Software, source code, etc. for problems pertaining to computer science
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