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

Comparison of SVM Optimization Techniques in the Primal