most citedMeasuring the Quality of Explanations: The System Causability Scale (SCS). Comparing Human and Machine Explanations

406 citations · 744 across the 2 of their papers we have counts for

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stat.ME2021★ 338 cited

Deep ROC Analysis and AUC as Balanced Average Accuracy to Improve Model Selection, Understanding and Interpretation

André M. Carrington, Douglas G. Manuel, Paul W. Fieguth +9

Optimal performance is critical for decision-making tasks from medicine to autonomous driving, however common performance measures may be too general or too specific. For binary cl…