SVM-FuzCoC: A novel SVM-based feature selection method using a fuzzy complementary criterion.
Serafeim P. MoustakidisJohn B. TheocharisPublished in: Pattern Recognit. (2010)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- feature selection
- knn
- svm classifier
- multi class
- support vectors
- kernel function
- machine learning
- hyperplane
- multi class svm
- decision forest
- svm classification
- multi class classification
- kernel methods
- fuzzy logic
- decision trees
- training data
- model selection
- generalization ability
- fuzzy sets
- selection criterion
- training set
- support vector regression
- ls svm
- classification algorithm
- fuzzy set theory
- maximum margin
- loss function
- decision function
- support vector machine classifiers
- membership functions