IEEE - Institute of Electrical and Electronics Engineers, Inc. - Hybrid Bayesian Classifier for Improved Classification Accuracy

Author(s): U Kumar ; S K Raja ; C Mukhopadhyay ; T V Ramachandra
Sponsor(s): IEEE Geoscience and Remote Sensing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 May 2011
Volume: 8
Page Count: 4
Page(s): 474 - 477
ISSN (Paper): 1545-598X
ISSN (Online): 1558-0571
DOI: 10.1109/LGRS.2010.2087006
Regular:

The widely used Bayesian classifier is based on the assumption of equal prior probabilities for all the classes. However, inclusion of equal prior probabilities may not guarantee high... View More

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