Ensemble Universum SVM Learning for Multimodal Classification of Alzheimer's Disease.
Xiaoke HaoDaoqiang ZhangPublished in: MLMI (2013)
Keyphrases
- unbalanced data
- support vector
- support vector machine svm
- structured output
- binary classification
- training set
- maximum margin
- supervised learning
- learning algorithm
- feature selection
- support vector machine
- cost sensitive
- semi supervised learning
- machine learning
- regression problems
- pattern classification
- svm classifier
- svm classification
- incremental learning
- learning tasks
- text classification
- multi class
- knn
- learning problems
- classification algorithm
- multi class classification
- feature vectors
- reinforcement learning
- training data
- decision trees
- generalization ability
- feature extraction