Never mind the metrics - what about the uncertainty? Visualising confusion matrix metric distributions.
David R. LovellDimity MillerJaiden CapraAndrew P. BradleyPublished in: CoRR (2022)
Keyphrases
- confusion matrix
- evaluation metrics
- euclidean metric
- error metrics
- quality metrics
- probability measure
- mahalanobis metric
- confusion matrices
- chi squared
- artificial intelligence
- probability distribution
- probability measures
- similarity metric
- distance function
- metric space
- cognitive science
- image quality metrics
- random variables
- distance metric
- uncertain data
- knn
- distance measure
- heavy tailed
- power law
- cognitive abilities
- support vector machine
- metric learning
- data mining