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Table 1 A summary of the dimensions proposed, the related metrics to measure them, and the information required to compute the metrics

From: As if sand were stone. New concepts and metrics to probe the ground on which to build trustable AI

Dimension Metrics Required Information
Representativeness Degree of correspondance, Ψ Two datasets of arbitrary size
Reliability degree of weighted concordance ϱ Raters’ accuracy and confidence on each rating
Gold Standard Accuracy degree of fineness, ϕ Accuracy of the raters, type of reduction