Semi-supervised binary classification with latent distance learning.
Imam Mustafa KamalHyerim BaePublished in: Adv. Eng. Informatics (2024)
Keyphrases
- distance learning
- binary classification
- semi supervised
- learning problems
- semi supervised learning
- multi class
- support vector
- cost sensitive
- distance education
- generalization error
- active learning
- supervised learning
- multi label
- support vector machine
- multi class classification
- learning process
- online learning
- pairwise
- e learning
- higher education
- prediction accuracy
- class imbalance
- labeled data
- virtual classroom
- unlabeled data
- ensemble methods
- pairwise constraints
- blended learning
- open and distance learning
- binary classifiers
- learning tasks
- k nearest neighbor
- learning environment
- text categorization
- structural svm
- data sets
- graph cuts
- training set
- feature selection
- learning algorithm