Project details for JNCC2

Logo JMLR JNCC2 1.11

by gcorani - January 1, 2009, 03:22:47 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ]

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Description:

JNCC2 is the open-source implementation of the Naive Credal Classifier2 (NCC2), i.e., an extension of Naive Bayes towards imprecise probabilities, designed to deliver robust classifications even on small or incomplete data sets. The peculiar feature of NCC2 is that it delivers set-valued classifications (i.e., more than one class), when faced with doubtful instances.

For more information, visit: http://www.idsia.ch/~giorgio/jncc2.html

Changes to previous version:

Initial Announcement on mloss.org.

BibTeX Entry: Download
Corresponding Paper BibTeX Entry: Download
URL: Project Homepage
JMLR MLOSS PaperURL: JMLR-MLOSS Paper Homepage
Supported Operating Systems: Agnostic
Data Formats: None
Tags: Classification, Imprecise Probabilities, Missing Data, Naive Bayes, Naive Credal Classifier
Archive: download here

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