Sample Size Estimation of Transfer Learning for Colorectal Cancer Detection.
Ruihao LuoShuxia GuoThomas BocklitzPublished in: ICPRAM (2024)
Keyphrases
- sample size
- transfer learning
- cancer detection
- learning tasks
- knowledge transfer
- structure learning
- model selection
- reinforcement learning
- cross domain
- active learning
- small sample size
- upper bound
- machine learning
- labeled data
- text categorization
- text classification
- collaborative filtering
- transfer knowledge
- prostate cancer
- learning algorithm
- pac learning
- progressive sampling
- machine learning algorithms
- semi supervised learning
- pattern recognition
- target domain
- multi task
- learning problems
- support vector machine svm
- pairwise