Classification Algorithm for Naïve Bayes Based on Validity and Correlation

Naïve Bayes classification algorithm based on validity (NBCABV) optimizes the training data by eliminating the noise samples of training data with validity to improve the effect of classification, while it ignores the associations of properties. In consideration of the associations of properties, an...

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Veröffentlicht in:Applied Mechanics and Materials 2013-02, Vol.303-306, p.1609-1612
Hauptverfasser: Zhu, Xiao Dan, Huang, Juan Juan, Dong, Huai Lin, Wu, Qing Feng
Format: Artikel
Sprache:eng
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