An EA Multi-model Selection for SVM Multiclass Schemes.
Gilles LebrunOlivier LezorayChristophe CharrierHubert CardotPublished in: IWANN (2007)
Keyphrases
- multi class
- model selection
- feature selection
- cross validation
- support vector machine
- multi class classification
- multiclass support vector machines
- hyperparameters
- binary classification
- parameter estimation
- regression model
- multiclass problems
- cost sensitive
- sample size
- machine learning
- learning machines
- meta learning
- support vector
- variable selection
- support vector machine svm
- pairwise
- generalization error
- svm classifier
- binary classifiers
- multiclass svm
- gaussian process
- multiclass classification
- feature vectors
- generalization bounds
- generalization ability
- training data