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Clarification of Assumptions in the Relationship between the Bayes Decision Rule and the Whitened Cosine Similarity Measure

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1 Author(s)
Chengjun Liu ; New Jersey Institute of Technology, Newark

This paper first clarifies Assumption 3 (which misses a constant) and Assumption 4 (where the whitened pattern vectors represent the whitened means) in the paper ";The Bayes Decision Rule Induced Similarity Measures"; (IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 29, no. 6, pp. 1086- 1090, June 2007) and then provides examples to show that the assumptions after the clarification are consistent.

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IEEE Transactions on Pattern Analysis and Machine Intelligence  (Volume:30 ,  Issue: 6 )