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In text classification problems where the number of features >> number of documents, is it useful to perform feature selection with filters (e.g. Information Gain) when using Naive Bayes. However, what about SVM and Maximum Entropy classifiers ?

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  • $\begingroup$ would PCA do what you need? $\endgroup$ – lollercoaster May 31 '13 at 15:34

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