Imputation of incomplete data using adaptive ellipsoids with linear regression.
Leehter YaoKuei-Sung WengPublished in: J. Intell. Fuzzy Syst. (2015)
Keyphrases
- linear regression
- incomplete data
- missing values
- missing data
- multiple imputation
- least squares
- learning bayesian networks
- incomplete data sets
- regression problems
- linear regression model
- em algorithm
- linear predictors
- regression methods
- bayesian networks
- ridge regression
- hyperparameters
- locally weighted
- high dimensional data
- regression trees
- statistical databases
- data mining
- nonlinear regression
- regression model
- regression method
- image data
- imputation methods
- graphical models
- pattern recognition
- missing attribute values
- typical testors