On distributional assumptions and whitened cosine similarities
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.
distributional assumptions whitened cosine similarity decision rule class distributions consistency