693 citations · 2k across the 7 of their papers we have counts for
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stat.ML2020★ 48 cited
The MCC-F1 curve: a performance evaluation technique for binary classification
Chang Cao, Davide Chicco, Michael M. Hoffman
Many fields use the ROC curve and the PR curve as standard evaluations of binary classification methods. Analysis of ROC and PR, however, often gives misleading and inflated perfor…
stat.AP2020★ 533 cited
The importance of transparency and reproducibility in artificial intelligence research
Benjamin Haibe-Kains, George Alexandru Adam, Ahmed Hosny +17
In their study, McKinney et al. showed the high potential of artificial intelligence for breast cancer screening. However, the lack of detailed methods and computer code undermines…