Tabu Search Model Selection for SVM.
Gilles LebrunChristophe CharrierOlivier LezorayHubert CardotPublished in: Int. J. Neural Syst. (2008)
Keyphrases
- tabu search
- model selection
- feature selection
- support vector machine svm
- support vector
- cross validation
- simulated annealing
- selection criterion
- hyperparameters
- metaheuristic
- scheduling problem
- memetic algorithm
- machine learning
- support vector machine
- grid search
- path relinking
- vehicle routing problem
- search algorithm
- svm classifier
- hybrid algorithm
- job shop scheduling problem
- knn
- scatter search
- search procedure
- model selection criteria
- genetic algorithm
- variable selection
- kernel function
- mixture model
- multi class
- initial solution
- gaussian process
- training data
- feature space
- automatic model selection
- tabu list
- generalization bounds
- tabu search algorithm
- marginal likelihood
- feature vectors
- search space
- mutual information
- generalization ability