MEGA: Predicting the best classifier combination using meta-learning and a genetic algorithm.
Paria GolshanradHossein RahmaniBanafsheh KarimianFatemeh KarimkhaniGerhard WeissPublished in: Intell. Data Anal. (2021)
Keyphrases
- meta learning
- classifier combination
- base classifiers
- genetic algorithm
- multi class
- pattern recognition
- learning tasks
- ensemble methods
- decision trees
- inductive learning
- classifier ensemble
- naive bayes
- training set
- model selection
- machine learning
- probability estimation
- machine learning algorithms
- fitness function
- optimization method
- neural network
- cost sensitive
- test data
- metamodel
- evolutionary algorithm
- feature selection
- class labels
- genetic algorithm ga
- training samples
- simulated annealing
- prediction accuracy
- data sets
- feature set
- co occurrence