A novel feature and sample joint transfer learning method with feature selection in semi-supervised scenarios for identifying the sequence of some species with less known genetic data.
Jianghui WenHaoran HuangZhenyu PuBing DengPublished in: Soft Comput. (2023)
Keyphrases
- transfer learning
- labeled data
- data sets
- semi supervised
- feature selection
- test data
- feature set
- label information
- training data
- prior knowledge
- data analysis
- data distribution
- semi supervised learning
- text classification
- unlabeled data
- classification accuracy
- feature subset
- multi class
- support vector machine
- data sources
- machine learning
- data points
- object recognition
- learning tasks
- similarity measure