Ensemble-Trees: Leveraging Ensemble Power Inside Decision Trees.
Albrecht ZimmermannPublished in: Discovery Science (2008)
Keyphrases
- decision trees
- ensemble methods
- random forests
- base classifiers
- random forest
- decision tree ensembles
- ensemble learning
- concept drifting data streams
- training set
- training data
- tree ensembles
- decision tree classifiers
- ensemble classifier
- neural network
- classifier ensemble
- feature selection
- predictive accuracy
- learning algorithm
- decision tree induction
- randomized trees
- machine learning
- imbalanced data
- decision tree learning
- power consumption
- classification rules
- decision rules
- leaf nodes
- naive bayes
- data mining methods
- ensemble classification
- drift detection