Ensemble Learning for Mapper Parameter Optimization.
Padraig FitzpatrickAnna Jurek-LoughreyPawel DlotkoJesús Martínez del RincónPublished in: ICTAI (2023)
Keyphrases
- ensemble learning
- parameter optimization
- genetic algorithm ga
- generalization ability
- differential evolution
- genetic algorithm
- ensemble methods
- parameter settings
- parameter estimation
- support vector machine
- random forest
- concept drift
- feature selection
- pid controller
- base classifiers
- multi objective
- evolutionary algorithm
- unlabeled data
- simulated annealing
- data sets
- optimization algorithm
- control system
- objective function
- prediction model
- model selection
- em algorithm
- particle swarm optimization
- face recognition
- maximum likelihood
- hyperparameters
- fuzzy logic