Two feature weighting approaches for naive Bayes text classifiers

    Lungan Zhang
    Lungan Zhang
    Ganggang Kong
    Ganggang Kong

    Knowl.-Based Syst., Volume 100, 2016, Pages 137-144.

    Cited by: 43|Bibtex|Views10|Links
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    Abstract:

    This paper works on feature weighting approaches for naive Bayes text classifiers. Almost all existing feature weighting approaches for naive Bayes text classifiers have some defects: limited improvement to classification performance of naive Bayes text classifiers or sacrificing the simplicity and execution time of the final models. In f...More

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