A Modified Construction for a Support Vector Classifier to Accommodate Class Imbalances.
Matt ParkerColin ParkerPublished in: CoRR (2017)
Keyphrases
- support vector
- multi class classification
- support vector machine
- svm classifier
- class labels
- feature selection
- learning machines
- binary classification
- cross validation
- decision function
- logistic regression
- intra class
- class dependent
- training examples
- training data
- multiclass classification
- kernel methods
- feature ranking
- classification accuracy
- feature space
- generalization ability
- class probabilities
- decision functions
- decision trees
- hyperplane
- svm classification
- binary classification problems
- margin maximization
- decision boundary
- support vectors
- ls svm
- ensemble learning
- data sets
- classification method
- loss function
- kernel function
- feature extraction
- learning algorithm