Feature selection for transfer learning using particle swarm optimization and complexity measures.
Verónica Bolón-CanedoGuillermo Castillo GarcíaLaura Morán-FernándezPublished in: ESANN (2022)
Keyphrases
- transfer learning
- complexity measures
- feature selection
- text categorization
- multi task
- text classification
- learning tasks
- machine learning
- knowledge transfer
- lower bound
- reinforcement learning
- labeled data
- learning paradigms
- nearest neighbor classifier
- cross domain
- collaborative filtering
- active learning
- semi supervised learning
- feature set
- feature subset
- data sets
- learning algorithm
- machine learning algorithms
- text mining
- knn
- classification accuracy
- support vector
- learning models
- dimensionality reduction
- domain adaptation
- multi class
- training samples
- e learning
- k nearest neighbor
- feature space
- target domain