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On the Classification Performance of TAN and General Bayesian Networks
(Elsevier, 2009)
Over a decade ago, Friedman et al. introduced the Tree Augmented Naïve Bayes (TAN) classifier, with experiments indicating that it significantly outperformed Naïve Bayes (NB) in terms of classification accuracy, ...
A survey of recent trends in one class classification
(Springer Verlag - LNAI, 2009-08)
The One Class Classification (OCC) problem is di fferent
from the conventional binary/multi-class classi fication problem in the
sense that in OCC, the negative class is either not present or not properly sampled. The ...