Comparison of SVM Optimization Techniques in the Primal

preprint2014arXivOpen access

Abstract

This paper examines the efficacy of different optimization techniques in a primal formulation of a support vector machine (SVM). Three main techniques are compared. The dataset used to compare all three techniques was the Sentiment Analysis on Movie Reviews dataset, from kaggle.com.

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