Beyond RMSE and MAE: Introducing EAUC to unmask hidden bias and unfairness in dyadic regression models.
Jorge Paz-RuzaAmparo Alonso-BetanzosBertha Guijarro-BerdiñasBrais CancelaCarlos Eiras-FrancoPublished in: CoRR (2024)
Keyphrases
- regression model
- regression analysis
- prediction model
- correlation coefficient
- root mean squared error
- model selection
- regression methods
- linear model
- root mean square error
- explanatory variables
- generalized linear models
- independent variables
- support vector regression
- regression trees
- regression method
- linear regression model
- target variable
- interval valued data
- peak signal to noise ratio
- generalized linear
- locally weighted
- multivariate regression