Keyphrases
- active learning
- active sampling
- regression model
- selective sampling
- random sampling
- machine learning
- learning strategies
- supervised learning
- model selection
- unlabeled data
- transfer learning
- regression problems
- regression analysis
- regression algorithm
- linear regression
- training examples
- labeled data
- simple linear
- semi supervised
- learning process
- regression methods
- ridge regression
- regression function
- partial least squares
- gaussian processes
- support vector regression
- relevance feedback
- artificial neural networks
- active learning strategies
- sample selection
- classification and regression problems
- imbalanced data classification
- gaussian process regression
- regression method
- class imbalance
- cost sensitive
- learning algorithm