Fast semi-supervised discriminant analysis for binary classification of large data sets.
Joris TavernierJaak SimmKarl MeerbergenJörg Kurt WegnerHugo CeulemansYves MoreauPublished in: Pattern Recognit. (2019)
Keyphrases
- binary classification
- discriminant analysis
- semi supervised
- learning problems
- semi supervised learning
- support vector
- multi class
- linear discriminant analysis
- supervised learning
- generalization error
- cost sensitive
- active learning
- support vector machine
- pairwise
- face recognition
- labeled data
- unlabeled data
- prediction accuracy
- multi label
- data sets
- unsupervised learning
- feature extraction
- class imbalance
- binary classifiers
- principal component analysis
- learning tasks
- data analysis
- ensemble methods
- pairwise constraints
- subspace learning
- partial least squares
- image classification
- machine learning
- metric learning
- text categorization
- training set