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home:inescid:language
liblinear
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Meta Configuration of Package liblinear
<package name="liblinear" project="home:inescid:language"> <title>Linear classifier for data with millions of instances and features</title> <description>LIBLINEAR is a linear classifier for data with millions of instances and features. It supports * L2-regularized classifiers * L2-loss linear SVM, L1-loss linear SVM, and logistic regression (LR) * L1-regularized classifiers (after version 1.4) * L2-loss linear SVM and logistic regression (LR) Main features of LIBLINEAR include * Same data format as LIBSVM, our general-purpose SVM solver, and also similar usage * Multi-class classification: 1) one-vs-the rest, 2) Crammer & Singer * Cross validation for model selection * Probability estimates (logistic regression only) * Weights for unbalanced data * MATLAB/Octave, Java, Python, Ruby interfaces </description> </package>
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