Semi-supervised learning improves regulatory sequence prediction with unlabeled sequences.
Raphaël MouradPublished in: BMC Bioinform. (2023)
Keyphrases
- semi supervised learning
- sequence prediction
- unlabeled data
- supervised learning
- labeled data
- semi supervised
- learning problems
- unsupervised learning
- markov models
- labeled examples
- training data
- labeled and unlabeled data
- hidden markov models
- active learning
- machine learning
- decision theory
- co training
- transfer learning
- reinforcement learning
- text categorization
- learning models
- training examples
- structured prediction
- learning tasks
- data sets
- maximum likelihood
- data points
- multiple kernel learning
- prior knowledge
- data mining