Fast semi-supervised discriminant analysis for binary classification of large data-sets.
Joris TavernierJaak SimmKarl MeerbergenJörg K. WegnerHugo CeulemansYves MoreauPublished in: CoRR (2017)
Keyphrases
- discriminant analysis
- binary classification
- semi supervised
- multi class
- learning problems
- semi supervised learning
- support vector
- cost sensitive
- linear discriminant analysis
- supervised learning
- pairwise
- labeled data
- data sets
- active learning
- face recognition
- support vector machine
- multi label
- generalization error
- unlabeled data
- principal component analysis
- feature extraction
- binary classifiers
- prediction accuracy
- unsupervised learning
- subspace learning
- class imbalance
- ensemble methods
- dimensionality reduction methods
- data analysis
- neural network
- partial least squares
- pairwise constraints
- learning tasks
- cross validation
- text categorization
- metric learning
- dimensionality reduction
- high dimensional
- pattern recognition
- similarity measure