Interpretable regression trees using conformal prediction.
Ulf JohanssonHenrik LinussonTuve LöfströmHenrik BoströmPublished in: Expert Syst. Appl. (2018)
Keyphrases
- regression trees
- conformal prediction
- random forests
- ridge regression
- linear regression
- confidence levels
- regression model
- decision trees
- k nearest neighbour
- regression problems
- random forest
- logistic regression
- ensemble methods
- linear models
- conditional random fields
- linear model
- machine learning algorithms
- least squares
- decision rules
- classification rules
- statistical significance
- knn
- bayesian inference
- neural network
- support vector machine
- data sets
- k nearest neighbor