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In research, new evaluation measures are proposed all the time but very often for specific use cases: either because it's a new task for which there is no established evaluation standard, or because the new measure provably solves some issues/limitations with the previous evaluation standard. The purpose of an evaluation measure (or performance indicator), ...

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