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Separation occurs when some classes of a categorical outcome can be perfectly distinguished by a linear combination of other variables.
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Which theorem in Cover's 1965 paper is actually referred to as Cover's Theorem?
Cover's Theorem is stated on Wikipedia (and similarly elsewhere) as
A complex pattern-classification problem, cast in a high-dimensional space nonlinearly, is more likely to be linearly separable tha …