Bi, Yingtao; Jeske, Daniel R. - In: Journal of Multivariate Analysis 101 (2010) 7, pp. 1622-1637
In many real world classification problems, class-conditional classification noise (CCC-Noise) frequently deteriorates the performance of a classifier that is naively built by ignoring it. In this paper, we investigate the impact of CCC-Noise on the quality of a popular generative classifier,...