n-MeRCI: A new Metric to Evaluate the Correlation Between Predictive Uncertainty and True Error.
Michel MoukariLoïc SimonSylvaine PicardFrédéric JuriePublished in: CoRR (2019)
Keyphrases
- expected error
- measurement errors
- measurement noise
- error rate
- error estimates
- error metrics
- metric space
- uncertain data
- error estimation
- error analysis
- measurement error
- belief functions
- correlation coefficient
- conditional probabilities
- error bounds
- distance metric
- decision theory
- high correlation
- error measure
- relative error
- possibility theory
- probability theory
- expected utility
- quality metrics
- data mining
- highly correlated
- metric learning
- incomplete information
- bayesian networks
- information retrieval