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Diffstat (limited to 'science/libsvm/pkg-descr')
| -rw-r--r-- | science/libsvm/pkg-descr | 19 |
1 files changed, 19 insertions, 0 deletions
diff --git a/science/libsvm/pkg-descr b/science/libsvm/pkg-descr new file mode 100644 index 000000000000..95d31e4c9d00 --- /dev/null +++ b/science/libsvm/pkg-descr @@ -0,0 +1,19 @@ +LIBSVM is an integrated software for support vector classification, (C-SVC, +nu-SVC ), regression (epsilon-SVR, nu-SVR) and distribution estimation +(one-class SVM ). It supports multi-class classification. The basic algorithm +is a simplification of both SMO by Platt and SVMLight by Joachims. It is also +a simplification of the modification 2 of SMO by Keerthi et al. + +Our goal is to help users from other fields to easily use SVM as a tool. +LIBSVM provides a simple interface where users can easily link it with their +own programs. Main features of LIBSVM include + +Different SVM formulations +Efficient multi-class classification +Cross validation for model selection +Weighted SVM for unbalanced data +Both C++ and Java sources +GUI demonstrating SVM classification and regression + +WWW: http://www.csie.ntu.edu.tw/~cjlin/libsvm/ +Author: Chih-Chung Chang and Chih-Jen Lin <cjlin@csie.ntu.edu.tw> |