Hybrid modeling of structure extension and instance weighting for naive Bayes
Due to robustness and efficiency, naive Bayes (NB) remains among the top ten data mining algorithms. However, the required conditional independence assumption more or less limits its classification performance. Of numerous approaches to improving NB, structure extension and instance weighting have b...
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| Autori principali: | , , , |
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| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
De Gruyter
2025-02-01
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| Serie: | Journal of Intelligent Systems |
| Soggetti: | |
| Accesso online: | https://doi.org/10.1515/jisys-2024-0400 |
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