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- W1970573249 abstract "Our objective here is to provide an extension of the naive Bayesian classifier in a manner that gives us more parameters for matching data. We first describe the naive Bayesian classifier, and then discuss the ordered weighted averaging (OWA) aggregation operators. We introduce a new class of OWA operators which are based on a combining the OWA operators with t-norm’s operators. We show that the naive Bayesian classifier can seen as a special case of this. We use this to suggest an extended version of the naive Bayesian classifier which involves a weighted summation of products of the probabilities. An algorithm is suggested to obtain the weights associated with this extended naive Bayesian classifier." @default.
- W1970573249 created "2016-06-24" @default.
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- W1970573249 date "2006-03-01" @default.
- W1970573249 modified "2023-10-17" @default.
- W1970573249 title "An extension of the naive Bayesian classifier" @default.
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- W1970573249 doi "https://doi.org/10.1016/j.ins.2004.12.006" @default.
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