The Tile maps every canonical ranking score for binary classifiers to a point in the unit square, placing common metrics such as accuracy, F-beta, sensitivity, and precision at geometrically meaningful locations.
Altman and Martin Bland
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
The Tile: A 2D Map of Ranking Scores for Two-Class Classification
The Tile maps every canonical ranking score for binary classifiers to a point in the unit square, placing common metrics such as accuracy, F-beta, sensitivity, and precision at geometrically meaningful locations.