Improved Whale optimization Algorithm for SVM Model Selection: Application in Medical Diagnosis.
Sarra Ben ChaabaneSofiane KharbechAkram BelaziAmmar BoualleguePublished in: SoftCOM (2020)
Keyphrases
- optimization algorithm
- model selection
- medical diagnosis
- multi objective
- cross validation
- differential evolution
- feature selection
- hyperparameters
- selection criterion
- parameter estimation
- sample size
- machine learning
- bayesian learning
- statistical learning
- optimization method
- learning machines
- mixture model
- error estimation
- statistical inference
- bayesian methods
- model selection criteria
- parameter determination
- medical images
- particle swarm optimization pso
- support vector
- automatic model selection
- marginal likelihood
- information criterion
- generalization error
- support vector machine
- regression model
- support vector machine svm
- evolutionary multi objective
- hybrid optimization algorithm
- factor analysis
- improved algorithm
- kernel function
- expert systems
- artificial intelligence
- learning algorithm