Statistical Agnostic Regression: a machine learning method to validate regression models.
Juan Manuel GórrizJ. RamirezFermín SegoviaFrancisco Jesús Martínez-MurciaCarmen Jiménez-MesaJohn SucklingPublished in: CoRR (2024)
Keyphrases
- regression model
- multivariate regression
- regression methods
- regression analysis
- generalized linear models
- prediction model
- locally weighted
- support vector regression
- model selection
- gaussian process
- linear regression model
- survival analysis
- kernel regression
- linear model
- statistical analysis
- interval valued data
- multiple linear regression
- target variable
- regression trees
- independent variables
- explanatory variables
- response variable
- logistic regression models
- naive bayes
- dimension reduction
- feature selection