Comparison of SVM Optimization Techniques in the Primal

Comparison of SVM Optimization Techniques in the Primal

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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Bibliographische Detailangaben
Hauptverfasser: Katzman, Jonathan, Duros, Diane
Format: Artikel
Sprache:eng
Schlagworte:
Computer Science - Learning
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Beschreibung
Zusammenfassung: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.
DOI:10.48550/arxiv.1406.7429