Comprehensive study of semi-supervised learning for DNA methylation-based supervised classification of central nervous system tumors.
Quynh T. TranMd. Zahangir AlomBrent A. OrrPublished in: BMC Bioinform. (2022)
Keyphrases
- supervised classification
- semi supervised learning
- supervised learning
- unsupervised learning
- normal tissue
- semi supervised
- unlabeled data
- labeled data
- machine learning
- unsupervised clustering
- semi supervised classification
- learning problems
- supervised classifiers
- training data
- active learning
- label propagation
- co training
- manifold regularization
- reinforcement learning
- semi supervised learning methods
- class labels
- learning algorithm
- learning models
- transfer learning
- labeled and unlabeled data
- training set
- graph based semi supervised learning
- learning tasks
- pairwise
- semi supervised learning algorithms
- prior knowledge
- bayesian classifiers
- feature space
- object recognition
- feature selection