Linear Cost-sensitive Max-margin Embedded Feature Selection for SVM.
Khalid Y. AramSarah S. LamMohammad T. KhasawnehPublished in: Expert Syst. Appl. (2022)
Keyphrases
- cost sensitive
- max margin
- multi class
- feature selection
- support vector machine
- binary classification
- multi label
- multi class classification
- support vector
- text categorization
- class imbalance
- multiclass classification
- classification accuracy
- multi task
- latent variables
- machine learning
- maximum margin
- naive bayes
- support vector machine svm
- pairwise
- text classification
- multi label classification
- feature space
- binary classifiers
- learning algorithm
- high dimensionality
- knn
- class distribution
- base classifiers
- svm classifier
- dimensionality reduction
- text mining
- structured prediction
- active learning