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diff --git a/math/svmlin/DESCR b/math/svmlin/DESCR new file mode 100644 index 00000000000..946d6e73103 --- /dev/null +++ b/math/svmlin/DESCR @@ -0,0 +1,15 @@ +SVMlin is software package for linear SVMs. It is well-suited to +classification problems involving a large number of examples and features. +It is primarily written for sparse datasets. + +SVMlin can also utilize unlabeled data, in addition to labeled examples. +It currently implements two extensions of standard SVMs to incorporate +unlabeled examples. + +SVMlin implements the following algorithms: + - Fully supervised [using only labeled examples] + * Linear Regularized Least Squares (RLS) Classification + * Modified Finite Newton Linear L2-SVMs + - Semi-supervised [can use unlabeled data as well] + * Linear Transductive L2-SVMs with multiple switchings + * Deterministic Annealing (DA) for Semi-supervised Linear L2-SVMs |