14 lines
481 B
Plaintext
14 lines
481 B
Plaintext
LIBLINEAR is a linear classifier for data with millions of instances and
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features. It supports L2-regularized logistic regression (LR), L2-loss
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linear SVM, and L1-loss linear SVM.
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Main features of LIBLINEAR include
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- Same data format as LIBSVM and similar usage
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- One-vs-the rest multi-class classification
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- Cross validation for model selection
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- Probability estimates (logistic regression only)
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- Weights for unbalanced data
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WWW: http://www.csie.ntu.edu.tw/~cjlin/liblinear/
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