Hybrid local boosting utilizing unlabeled data in classification tasks.
Christos K. AridasSotiris B. KotsiantisMichael N. VrahatisPublished in: Evol. Syst. (2019)
Keyphrases
- unlabeled data
- labeled data
- semi supervised learning
- semi supervised
- semisupervised learning
- ensemble learning
- learning algorithm
- active learning
- co training
- select relevant features
- semi supervised classification
- supervised learning
- training data
- labeled training data
- partially labeled data
- data points
- text classification
- training set
- labeled and unlabeled data
- labeled examples
- number of labeled examples
- text categorization
- positive examples
- class labels
- domain adaptation
- supervised learning algorithms
- training examples
- small set of labeled
- label propagation
- feature selection
- data sets
- multi view
- ensemble methods
- unlabeled instances