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Building an Ensemble of Fine-Tuned Naive Bayesian Classifiers for Text Classification

Text classification is one domain in which the naive Bayesian (NB) learning algorithm performs remarkably well. However, making further improvement in performance using ensemble-building techniques proved to be a challenge because NB is a stable algorithm. This work shows that, while an ensemble of...

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Bibliografske podrobnosti
izdano v:Entropy (Basel)
Main Authors: El Hindi, Khalil, AlSalman, Hussien, Qasem, Safwan, Al Ahmadi, Saad
Format: Artigo
Jezik:Inglês
Izdano: MDPI 2018
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7512419/
https://ncbi.nlm.nih.gov/pubmed/33266581
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e20110857
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