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When scientists test algorithms that sort or classify data, they often turn to a trusted tool called Normalized Mutual Information (or NMI) to measure how well an algorithm's output matches reality.

Artificial intelligence and machine learning play an increasingly important role. Algorithms trained on large datasets are ...