Naive Credal Classifier 2: an extension of Naive Bayes for delivering ...
Naive Credal Classifier 2: an extension of Naive Bayes for delivering ...
Naive Credal Classifier 2: an extension of Naive Bayes for delivering ...
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Introducing NCC2 Experimental Results S<strong>of</strong>tware demonstrationNCC2: NCC with conservative treatment <strong>of</strong> missing data(II)Conservative treatment <strong>of</strong> missing data in the inst<strong>an</strong>ce to beclassifiedAll possible completions <strong>of</strong> missing data are seen as possible, thusgiving rise to several virtual inst<strong>an</strong>ces.Test <strong>of</strong> domin<strong>an</strong>ce: c 1 should dominate c 2 on all the virtual inst<strong>an</strong>ces.A procedure allows to find out the domin<strong>an</strong>ce relationships withoutactually building the virtual inst<strong>an</strong>ces.Conservative treatment <strong>of</strong> missing data in the inst<strong>an</strong>ce to classify c<strong>an</strong>generate additional indeterminacy.<strong>Naive</strong> <strong>Credal</strong> <strong>Classifier</strong> 2G. Cor<strong>an</strong>i, M. Zaffalon