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Verifying the fully “Laplacianised” posterior Naïve Bayesian approach and more

BACKGROUND: In a recent paper, Mussa, Mitchell and Glen (MMG) have mathematically demonstrated that the “Laplacian Corrected Modified Naïve Bayes” (LCMNB) algorithm can be viewed as a variant of the so-called Standard Naïve Bayes (SNB) scheme, whereby the role played by absence of compound features...

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Publicat a:J Cheminform
Autors principals: Mussa, Hamse Y, Marcus, David, Mitchell, John B O, Glen, Robert C
Format: Artigo
Idioma:Inglês
Publicat: Springer International Publishing 2015
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4464057/
https://ncbi.nlm.nih.gov/pubmed/26075027
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13321-015-0075-5
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