Lipschitz Unimodal and Isotonic Regression on Paths and Trees.
Pankaj K. AgarwalJeff M. PhillipsBardia SadriPublished in: LATIN (2010)
Keyphrases
- regression model
- tree induction
- regression trees
- decision trees
- shortest path
- pointwise
- classification and regression trees
- model selection
- regression algorithm
- linear regression
- gaussian processes
- locally weighted
- support vector
- regression analysis
- regression problems
- regression method
- polynomial regression
- simple linear
- minimum cost path
- tree structures
- partial least squares
- linear models
- tree construction
- logistic regression
- tree models
- regression function
- lower bound
- training data
- feature selection
- labeled trees
- genetic algorithm
- data sets