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On Distributional Assumptions and Whitened Cosine Similarities

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1 Author(s)
Loog, M. ; Fac. of Electr. Eng., Delft Univ. of Technol., Delft

Recently, an interpretation of the whitened cosine similarity measure as a Bayes decision rule was proposed [1]. This communication makes the observation that some of the distributional assumptions made to derive this measure are very restrictive and, considered simultaneously even inconsistent.

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