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LIBLINEAR is a library for learning linear classifiers for large scale applications. It supports Support Vector Machines (SVM) with L2 and L1 loss, logistic regression, multi class classification and also Linear Programming Machines (L1-regularized SVMs). Its computational complexity scales linearly with the number of training examples making it one of the fastest SVM solvers around. It also provides Python bindings.
 
Description
Liblinear est une bibliothèque pour apprendre les classificateurs linéaires pour les applications à grande échelle. Il prend en charge les «[nbsp]Support Vector Machines[nbsp]» (SVM) avec perte L2 et L1, la régression logistique, la classification multi-classe ainsi que les machines de programmation linéaire (SVM L1 régularisés). Sa complexité computationnelle croît linéairement avec le nombre d'exemples ce qui en fait l'un des plus rapides solveurs SVM disponibles. Il fournit également des liaisons Python.
Translated by Pierre Slamich
Reviewed by Jean-Marc
Located in Package: liblinear3
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