A library for solving large-scale regularized linear classification and regression https://www.csie.ntu.edu.tw/~cjlin/liblinear/
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liblinear

liblinear is a simple package for solving large-scale regularized linear classification and regression. It currently supports:

  • L2-regularized logistic regression/L2-loss support vector classification/L1-loss support vector classification
  • L1-regularized L2-loss support vector classification/L1-regularized logistic regression
  • L2-regularized L2-loss support vector regression/L1-loss support vector regression.