Monday, February 18, 2019

Soccer statistics expose the limited way human observers rate performance (English)

…Machine learning to design an artificial judge which accurately reproduces human evaluation, allowing us to demonstrate how human observers are biased towards diverse contextual features… Human evaluation is based on a noticeability heuristic where only feature values far from the norm are considered to rate an individual's performance.

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