A systematic review for class-imbalance in semi-supervised learning.
Willian Dihanster G. de OliveiraLilian BertonPublished in: Artif. Intell. Rev. (2023)
Keyphrases
- semi supervised learning
- class imbalance
- systematic review
- active learning
- unlabeled data
- class distribution
- empirical studies
- semi supervised
- labeled data
- cost sensitive
- supervised learning
- unsupervised learning
- training data
- machine learning
- co training
- concept drift
- learning models
- learning problems
- learning algorithm
- feature selection
- high dimensionality
- training examples
- text categorization
- misclassification costs
- transfer learning
- test set
- training set
- data sets
- multi class