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What is an appropriate choice of distance metric for observations consisting of binary variables for which matching zeroes do not correspond to similarity? cosine distance

What is an appropriate choice of distance metric for observations consisting of binary variables for which matching zeroes do not correspond to similarity?

cosine distance

matching distance

Euclidean distance

Jaccard distance

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