Variography for Model Selection in Local Polynomial Regression with Spatial Data.
José M. MatíasWenceslao González-ManteigaMario Francisco-FernándezC. Ordóñez GalánPublished in: J. Math. Model. Algorithms (2005)
Keyphrases
- spatial data
- model selection
- polynomial regression
- locally weighted
- regression model
- cross validation
- spatial databases
- spatial data mining
- sample size
- hyperparameters
- geographic information systems
- spatial objects
- generalization error
- feature selection
- data analysis
- selection criterion
- mdl principle
- model selection criteria
- machine learning
- spatial database systems
- information criterion
- data sets
- least squares
- k means