The paper defines six Tile-based visualization flavors (correlation, value, baseline, state-of-the-art, ranking, entity) and a four-profile guide for comparing binary classifiers, illustrated on 74 semantic segmentation models.
Unachievable region in precision-recall space and its effect on empirical evaluation
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A Hitchhiker's Guide to Understanding Performances of Two-Class Classifiers
The paper defines six Tile-based visualization flavors (correlation, value, baseline, state-of-the-art, ranking, entity) and a four-profile guide for comparing binary classifiers, illustrated on 74 semantic segmentation models.