Decision trees compensate for model misspecification.
Hugh PantonGavin LeechLaurence AitchisonPublished in: CoRR (2023)
Keyphrases
- decision trees
- predictive accuracy
- decision tree induction
- random forest
- naive bayes
- decision tree algorithm
- training data
- decision tree learning
- base classifiers
- ensemble methods
- decision rules
- random forests
- logistic regression
- real world
- multivariate decision trees
- decision tree classifiers
- concept drifting data streams
- neural network
- constructive induction
- feature construction
- classification trees
- classification models
- data mining methods
- data structure
- multi agent
- multiscale