Provable training set debugging for linear regression.
Xiaomin ZhangXiaojin ZhuPo-Ling LohPublished in: Mach. Learn. (2021)
Keyphrases
- linear regression
- training set
- least squares
- test set
- regression problems
- training data
- regression methods
- linear regression model
- cross validation
- classification accuracy
- nearest neighbor
- ridge regression
- linear models
- support vector machine
- supervised learning
- locally weighted
- training samples
- generalized linear models
- input space
- feature space
- data sets
- nonlinear regression
- decision trees
- kernel regression
- regression trees
- classification algorithm
- feature extraction
- regression method
- active appearance models
- active learning
- class labels
- training examples
- multivariate regression