Acute leukemia classification by ensemble particle swarm model selection.
Hugo Jair EscalanteManuel Montes-y-GómezJesús A. GonzálezPilar Gómez-GilLeopoldo Altamirano RoblesCarlos A. Reyes GarcíaCarolina RetaAlejandro Rosales-PérezPublished in: Artif. Intell. Medicine (2012)
Keyphrases
- model selection
- acute leukemia
- particle swarm
- cross validation
- hyperparameters
- feature selection
- machine learning
- sample size
- swarm intelligence
- optimization method
- particle swarm optimization
- selection criterion
- generalization error
- particle swarm optimization algorithm
- model selection criteria
- multi objective
- evolutionary algorithm
- training data
- classification algorithm
- information criterion
- bayesian information criterion
- hybrid algorithm
- differential evolution
- neural network
- genetic programming
- simulated annealing
- data mining