Sparse Regression Ensembles in Infinite and Finite Hypothesis Spaces.
Gunnar RätschAyhan DemirizKristin P. BennettPublished in: Mach. Learn. (2002)
Keyphrases
- hypothesis spaces
- sparse regression
- learning machines
- feature selection and classification
- inductive inference
- recursively enumerable
- hypothesis space
- feature ranking
- ensemble learning
- linear regression
- pattern languages
- low rank
- decision trees
- feature selection
- recursive functions
- support vector
- ensemble methods
- real valued functions
- data sets
- model selection
- semi supervised
- support vector machine
- prior knowledge
- learning algorithm