A co-training method based on parameter-free and single-step unlabeled data selection strategy with natural neighbors.
Yanlu GongQuanwang WuDongdong ChengPublished in: Int. J. Mach. Learn. Cybern. (2023)
Keyphrases
- co training
- unlabeled data
- parameter free
- selection strategy
- single step
- semi supervised learning
- semi supervised
- labeled data
- semi supervised classification
- active learning
- training data
- learning algorithm
- data points
- semi supervised learning methods
- supervised learning
- nearest neighbor
- multi view learning
- labeled training data
- labeled examples
- prior knowledge
- text classification
- single view
- selection algorithm
- training examples
- clustering method
- transductive learning
- transfer learning
- pairwise
- labeled and unlabeled data
- training set
- small number
- k nearest neighbor
- unsupervised learning
- semi supervised learning algorithms
- multi view