(Q57705527)

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LIBLINEAR: A Library for Large Linear Classification

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scholarly article

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LIBLINEAR: A Library for Large Linear Classification (English)

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author name string

Rong-En Fan

1

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Kai-Wei Chang

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Cho-Jui Hsieh

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Xiang-Rui Wang

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Chih-Jen Lin

5

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publication date

August 2008

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number of pages

4

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official website

http://www.jmlr.org/papers/v9/fan08a.html

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full work available at URL

http://www.jmlr.org/papers/volume9/fan08a/fan08a.pdf

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Journal of Machine Learning Research

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9

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1871-1874

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A training algorithm for optimal margin classifiers

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A dual coordinate descent method for large-scale linear SVM

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Pegasos: primal estimated sub-gradient solver for SVM

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