MetaBags: Bagged Meta-Decision Trees for Regression.
Jihed KhiariLuís Moreira-MatiasAmmar ShakerBernard ZenkoSaso DzeroskiPublished in: ECML/PKDD (1) (2018)
Keyphrases
- decision trees
- regression trees
- naive bayes
- random forests
- locally weighted
- regression model
- tree induction
- base classifiers
- regression problems
- decision tree induction
- logistic regression
- classification trees
- linear regression
- random forest
- predictive accuracy
- machine learning
- training data
- machine learning algorithms
- model selection
- decision rules
- training set
- linear model
- regression algorithm
- rule induction
- meta level
- regression method
- predictive clustering trees
- simple linear
- decision tree learning
- polynomial regression
- reproducing kernel hilbert space
- data mining methods
- genetic programming
- maximum margin
- predictive model
- decision tree algorithm
- regression analysis
- support vector regression
- ridge regression
- classification rules
- classification accuracy