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

338 citations

researchers with a paper here

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

Andreas Holzinger1 · h 26
André M. Carrington1 · h 7
B. Wernly1 · h 11
C. Bennett1 · h 33
D. Manuel1 · h 52
M. McInnes1 · h 52
O. Magwood1 · h 23
P. Fieguth1 · h 42
S. Hawken1 · h 36
T. Ramsay1 · h 4
V. Osmani1 · h 29
Yusuf Sheikh1 · h 2

collaborating institutions

Alberta Machine Intelligence InstituteCA1 paper
Fondazione Bruno KesslerIT1 paper
Institute for Clinical Evaluative SciencesCA1 paper
Ottawa HospitalCA1 paper
Ottawa Hospital Research InstituteCA1 paper
Paracelsus Medical UniversityAT1 paper
University of AlbertaCA1 paper
University of OttawaCA1 paper
University of SalzburgAT1 paper
University of TrentoIT1 paper
University of WaterlooCA1 paper

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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…