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Comparison of SVM Optimization Techniques in the Primal

Machine Learning 2014-07-01 v1

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.

Keywords

Cite

@article{arxiv.1406.7429,
  title  = {Comparison of SVM Optimization Techniques in the Primal},
  author = {Jonathan Katzman and Diane Duros},
  journal= {arXiv preprint arXiv:1406.7429},
  year   = {2014}
}
R2 v1 2026-06-22T04:50:09.785Z