Model selection for CART regression trees.
Servane GeyElodie NédélecPublished in: IEEE Trans. Inf. Theory (2005)
Keyphrases
- model selection
- regression trees
- regression model
- regression problems
- cross validation
- hyperparameters
- linear model
- parameter estimation
- sample size
- random forests
- feature selection
- conditional random fields
- linear models
- linear regression
- gaussian process
- variable selection
- machine learning
- decision trees
- data sets
- generalization error
- data mining
- neural network
- predictive model
- maximum likelihood
- dimensionality reduction