Corani, Giorgio and Zaffalon, Marco (2008) JNCC2: an extension of naive Bayes classifier suited for small and incomplete data sets. Environmental Modelling & Software, 23 (7). pp. 960-961. ISSN 1364-8152
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Official Website: http://dx.doi.org/10.1016/j.envsoft.2008.01.004
Abstract
JNCC2 implements the Naive Credal Classifier 2 (NCC2), i.e., an extension of naive Bayes to imprecise probabilities, designed to return robust classification even on small and/or incomplete data sets, which is often the case in environmental case studies.
| Item Type: | Scientific journal article, Newspaper article or Magazine article |
|---|---|
| Uncontrolled Keywords: | Classification; Naive credal classifier 2; Naive bayes |
| Subjects: | Computer sciences > Artificial intelligence > Machine learning |
| Department/unit: | Dipartimento tecnologie innovative > Istituto Dalle Molle di studi sull’intelligenza artificiale USI-SUPSI |
| Depositing User: | Giorgio Corani |
| Date Deposited: | 12 May 2014 09:36 |
| Last Modified: | 06 Jun 2016 06:54 |
| URI: | http://repository.supsi.ch/id/eprint/4729 |
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