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Improving Multiclass Text Classification with the Support Vector Machine
(2001-10-16)
We compare Naive Bayes and Support Vector Machines on the task of multiclass text classification. Using a variety of approaches to combine the underlying binary classifiers, we find that SVMs substantially outperform Naive ...