Advanced conjoint analysis using feature selection via support vector machines.
Sebastián MaldonadoRicardo MontoyaRichard WeberPublished in: Eur. J. Oper. Res. (2015)
Keyphrases
- support vector
- feature selection
- learning machines
- large margin classifiers
- support vector machine
- classification accuracy
- logistic regression
- support vector classification
- mutual information
- multi class
- kernel function
- radial basis function
- kernel methods
- feature ranking
- text categorization
- feature space
- soft margin
- loss function
- feature selection algorithms
- model selection
- support vector regression
- hyperplane
- maximum margin
- generalization ability
- multi class classification
- supervised learning
- linear discriminant analysis
- machine learning
- svm classifier
- feature extraction
- irrelevant features
- dimensionality reduction
- discriminative features
- selected features
- cross validation
- support vectors
- multi attribute
- feature subset
- microarray data
- naive bayes
- text classification
- feature set
- similarity measure
- learning algorithm