Package: wnpp Severity: wishlist Owner: Christian Kastner <deb...@kvr.at>
* Package name : libocas Version : 0.93 Upstream Author : Vojtech Franc, Soeren Sonnenburg * URL : http://cmp.felk.cvut.cz/~xfrancv/ocas/html/ * License : GPL-3 Programming Lang: C Description : OCAS solver for training linear SVM classifiers This library implements Optimized Cutting Plane Algorithm (OCAS) for training linear SVM classifiers from large-scale data. The computational effort of OCAS scales with O(m log m) where m is the sample size. In an extensive empirical evaluation OCAS significantly outperforms current state of the art SVM solvers, like SVM^light, SVM^perf and BMRM, achieving speedups of over 1,000 on some datasets over SVM^light and 20 over SVM^perf, while obtaining the same precise Support Vector solution. . * SVM solvers for training linear classifiers from large scale-data * Binary (two-class) and genuine multi-class SVM formulations * Optimized code written in C * Reads examples from SVM^light format * Optimized for both sparse and dense features * Parallelized version of the binary solver * binary solver) * Tools for classification * Training translation invariant image classifiers from virtual examples * Functions for computing image features based on Local Binary Patterns * (LBP) -- To UNSUBSCRIBE, email to debian-wnpp-requ...@lists.debian.org with a subject of "unsubscribe". Trouble? Contact listmas...@lists.debian.org Archive: http://lists.debian.org/20100613210359.4180.92744.report...@sid64.sbx
