Evolutionary Algorithms for Constructing an Ensemble of Decision Trees.
Evgeny DolotovNikolai Yu. ZolotykhPublished in: AIST (Supplement) (2019)
Keyphrases
- evolutionary algorithm
- decision trees
- ensemble methods
- random forest
- random forests
- base classifiers
- concept drifting data streams
- optimization problems
- multi objective
- differential evolution
- evolutionary computation
- training data
- fitness function
- training set
- genetic programming
- differential evolution algorithm
- multi objective optimization
- genetic algorithm
- ensemble learning
- decision tree classifiers
- machine learning
- naive bayes
- decision tree induction
- constructive induction
- feature selection
- neural network
- logistic regression
- simulated annealing
- evolution strategy
- rule induction
- evolutionary strategy
- imbalanced data
- classifier ensemble
- decision tree learning
- decision tree algorithm
- evolutionary process
- predictive accuracy
- multi class
- combining classifiers
- decision rules
- genetic algorithm ga
- initial population
- evolutionary search
- decision tree ensembles
- attribute selection
- feature construction
- ensemble classifier
- classification models
- classification rules