Genetic Programming, Ensemble Methods and the Bias/Variance Tradeoff - Introductory Investigations.
Maarten KeijzerVladan BabovicPublished in: EuroGP (2000)
Keyphrases
- ensemble methods
- genetic programming
- bias variance tradeoff
- prediction accuracy
- random forests
- benchmark datasets
- machine learning methods
- decision trees
- face recognition
- fitness function
- generalization ability
- ensemble learning
- random forest
- base classifiers
- evolutionary algorithm
- bootstrap sampling
- majority voting
- regression problems
- drifting concepts
- classifier ensemble
- ensemble feature selection
- genetic algorithm
- base learners
- multiple models
- neural network
- genetic search
- individual classifiers
- imbalanced data
- support vector
- trade off
- data sets