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/