Multiclass primal Support Vector Machines for breast density classification.
Walker H. Land Jr.Elizabeth A. VerheggenPublished in: Int. J. Comput. Biol. Drug Des. (2009)
Keyphrases
- multi class
- support vector
- large margin classifiers
- support vector machine
- multi class classification
- binary classification
- multiclass classification
- binary classifiers
- feature selection
- classification accuracy
- learning machines
- multiclass support vector machines
- cost sensitive classification
- multi class boosting
- multiclass problems
- binary and multi class
- binary classification problems
- cost sensitive
- multi class classifier
- multiple classes
- svm classifier
- svm classification
- machine learning
- kernel function
- class probabilities
- hyperplane
- generalization ability
- multiclass svm
- logistic regression
- multi class problems
- kernel fisher
- feature space
- error correcting output codes
- support vector machine svm
- loss function
- cross validation
- support vectors
- feature extraction
- base classifiers
- kernel methods
- training set
- maximum margin
- single class
- pairwise
- breast tissue
- knn
- data sets
- training data
- multiclass learning
- similarity measure
- least squares
- image classification