Auto-setting the SVM hyper-parameters using regularization paths
Gaëlle Loosli and Stéphane Canu
In: A Workshop for Women in Machine Learning, 04 october 2006, San Diego, USA.

Abstract

The main goal of this presentation is the auto-setting of the regularization parameter for SVM. To do so we are using the new Simple-nu-SVM solver which we are introducing, regularization path for SVM and on optimized leave-one-out validation method.

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