Evolutionary algorithms for constructing an ensemble of decision trees.
Evgeny DolotovNikolai Yu. ZolotykhPublished in: CoRR (2020)
Keyphrases
- evolutionary algorithm
- decision trees
- ensemble methods
- base classifiers
- random forest
- random forests
- concept drifting data streams
- multi objective
- training data
- evolutionary computation
- decision tree classifiers
- optimization problems
- differential evolution
- training set
- differential evolution algorithm
- predictive accuracy
- fitness function
- multi objective optimization
- naive bayes
- ensemble learning
- machine learning
- classifier ensemble
- genetic algorithm
- decision tree induction
- genetic programming
- data mining methods
- simulated annealing
- decision tree ensembles
- imbalanced data
- decision tree learning
- decision rules
- logistic regression
- evolvable hardware
- evolutionary process
- binary classification problems
- feature selection
- computational intelligence
- evolutionary strategy
- feature construction
- machine learning algorithms
- prediction accuracy
- machine learning methods
- classification rules