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In general feature selection is necessary for multivariate Bernoulli NB.
Otherwise you suffer from noise, multi-counting
“Feature selection” really means something different for multinomial NB. It means dictionary truncation
The multinomial NB model only has 1 feature
This “feature selection” normally isn’t needed for multinomial NB, but may help a fraction with quantities that are badly estimated
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