Understanding the Automated Parameter Optimization on Transfer Learning for CPDP: An Empirical Study.
Ke LiZilin XiangTao ChenShuo WangKay Chen TanPublished in: CoRR (2020)
Keyphrases
- transfer learning
- parameter optimization
- knowledge transfer
- genetic algorithm ga
- cross domain
- differential evolution
- labeled data
- reinforcement learning
- genetic algorithm
- machine learning
- parameter settings
- collaborative filtering
- active learning
- semi supervised learning
- transfer knowledge
- target domain
- machine learning algorithms
- parameter estimation
- unlabeled data
- text classification
- text mining
- learning algorithm
- optimization algorithm
- cross validation
- text categorization
- model selection
- knowledge discovery
- multi objective