most citedThe games we play: critical complexity improves machine learning

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cs.LG2023

Precision at the indistinguishability threshold: a method for evaluating classification algorithms

David J. T. Sumpter

There exist a wide range of single number metrics for assessing performance of classification algorithms, including AUC and the F1-score (Wikipedia lists 17 such metrics, with 27 d…