An eager splitting strategy for online decision trees in ensembles.
Chaitanya ManapragadaHeitor Murilo GomesMahsa SalehiAlbert BifetGeoffrey I. WebbPublished in: Data Min. Knowl. Discov. (2022)
Keyphrases
- decision trees
- ensemble methods
- online learning
- base classifiers
- random forests
- decision tree algorithm
- machine learning
- naive bayes
- machine learning algorithms
- neural network
- decision tree induction
- training set
- artificial neural networks
- decision rules
- decision tree ensembles
- greedy search
- rule induction
- selection strategy
- data mining methods
- bayesian networks
- data mining