Package unifeat.featureSelection.embedded.SVMBasedMethods

package unifeat.featureSelection.embedded.SVMBasedMethods
  • Classes
    Class
    Description
    MSVM_RFE
    This java class is used to implement MSVM_RFE method for binary classification based on SVM_RFE method (support vector machine method based on recursive feature elimination) in which multiple linear SVMs trained on subsamples of the original training data.
    OVA_SVM_RFE
    This java class is used to implement OVA_SVM_RFE method for multiclass classification based on SVM_RFE method (support vector machine method based on recursive feature elimination) in which One-Versus-All (OVA) strategy is applied to construct binary classifiers.
    OVO_SVM_RFE
    This java class is used to implement OVO_SVM_RFE method for multiclass classification based on SVM_RFE method (support vector machine method based on recursive feature elimination) in which One-Versus-One (OVO) strategy is applied to construct binary classifiers.
    SVM_RFE
    This java class is used to implement support vector machine method based on recursive feature elimination (SVM_RFE).
    SVMBasedMethods
    The abstract class contains the main methods and fields that are used in all SVM-based feature selection methods.