Lipschitz Unimodal and Isotonic Regression on Paths and Trees
Pankaj K. AgarwalJeff M. PhillipsBardia SadriPublished in: CoRR (2009)
Keyphrases
- regression model
- regression trees
- tree induction
- decision trees
- tree ensembles
- regression problems
- classification and regression trees
- regression algorithm
- path finding
- gaussian process regression
- model selection
- shortest path
- regression methods
- website
- locally weighted
- artificial neural networks
- regression analysis
- linear regression
- partial least squares
- reproducing kernel hilbert space
- data sets
- logistic regression
- leaf nodes
- tree construction
- special case
- ridge regression
- random forests
- support vector
- polynomial regression