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Variable selection for Naïve Bayes classification
However, features are usually correlated, a fact that violates the Na\"ive Bayes' assumption of conditional independence, and may deteriorate the method's performance.
A cost-sensitive constrained Lasso
The Lasso has become a benchmark data analysis procedure, and numerous variants have been proposed in the literature.
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