Meta-learning for evolutionary parameter optimization of classifiers.
Matthias ReifFaisal ShafaitAndreas DengelPublished in: Mach. Learn. (2012)
Keyphrases
- meta learning
- parameter optimization
- genetic algorithm
- model selection
- learning tasks
- inductive learning
- machine learning algorithms
- grid search
- genetic algorithm ga
- hyperparameters
- feature selection
- parameter estimation
- differential evolution
- decision trees
- parameter settings
- support vector machine
- data mining
- machine learning
- pid controller
- metamodel
- learning algorithm
- cross validation
- neural network
- evolutionary algorithm
- benchmark datasets
- base classifiers
- machine learning methods
- fitness function
- training data
- support vector
- simulated annealing
- feature set
- multi objective