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Diffstat (limited to 'science/liblinear/pkg-descr')
| -rw-r--r-- | science/liblinear/pkg-descr | 16 |
1 files changed, 16 insertions, 0 deletions
diff --git a/science/liblinear/pkg-descr b/science/liblinear/pkg-descr new file mode 100644 index 000000000000..572349efc4bf --- /dev/null +++ b/science/liblinear/pkg-descr @@ -0,0 +1,16 @@ +LIBLR is a linear classifier for data with millions of instances and +features. It implement a trust region Newton method in + +C.-J. Lin, R. C. Weng, and S. S. Keerthi. Trust region Newton method +for large-scale regularized logistic regression. Technical report, 2007. +A short version appears in ICML 2007. + +Main features of LIBLR include + +Same data format as LIBSVM and similar usage +One-vs-the rest multi-class classification +Cross validation for model selection +Probability estimates +Weights for unbalanced data + +WWW: http://www.csie.ntu.edu.tw/~cjlin/liblr/ |