SVM-perf: Support Vector Machine for Multivariate Performance Measures
SVMperf Support Vector Machine for Multivariate Performance Measures Author: Thorsten Joachims <thorsten@joachims.org> Cornell University Department of Computer Science Version: 3.00 Date: 07.09.2009 Overview SVMperf is an implementation of the Support Vector Machine (SVM) formulation for optimizing multivariate performance measures described in [Joachims, 2005]. Furthermore, SVMperf implements th
SVM-Multiclass: Multi-Class Support Vector Machine
SVMmulticlass Multi-Class Support Vector Machine Author: Thorsten Joachims <thorsten@joachims.org> Cornell University Department of Computer Science Version: 2.20 Date: 14.08.2008 Overview SVMmulticlass uses the multi-class formulation described in [1], but optimizes it with an algorithm that is very fast in the linear case. For a training set (x1,y1) ... (xn,yn) with labels yi in [1..k], it finds
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