A local mixture based SVM for an efficient supervised binary classification.
Yara RizkNicholas MitriMariette AwadPublished in: IJCNN (2013)
Keyphrases
- binary classification
- support vector
- multi class
- nonlinear kernel
- support vector machine
- multi class classification
- learning problems
- cost sensitive
- prediction accuracy
- generalization error
- multi label
- multiclass classification
- binary classifiers
- supervised learning
- binary classification problems
- learning algorithm
- feature selection
- class imbalance
- ensemble methods
- machine learning
- support vector machine svm
- unsupervised learning
- training set
- machine learning algorithms
- neural network
- kernel methods
- svm classifier
- benchmark datasets
- expectation maximization
- high dimensional