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benefit spiral classifier

if the nb conditional independence assumption actually holds, a naive bayes classifier will converge quicker than discriminative models like logistic regression, so you need less training data. and even if the nb assumption doesnt hold, a nb classifier still often does a great job in practice. a good bet if want something fast and easy that

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