output
20192026
most citedDeep ROC Analysis and AUC as Balanced Average Accuracy to Improve Model Selection, Understanding and Interpretation

338 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing 2021 · stat.MEShow all

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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…