The paper adds Type II error metrics to the evaluation of relevance judgment sets and shows that balanced accuracy and Matthews correlation can summarize qrels' discriminative power in one number.
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Measuring Hypothesis Testing Errors in the Evaluation of Retrieval Systems
The paper adds Type II error metrics to the evaluation of relevance judgment sets and shows that balanced accuracy and Matthews correlation can summarize qrels' discriminative power in one number.