Adaptive sampling for active learning with genetic programming.
Sana Ben HamidaHmida HmidaAmel BorgiMarta RukozPublished in: Cogn. Syst. Res. (2021)
Keyphrases
- adaptive sampling
- genetic programming
- active learning
- random sampling
- fitness function
- monte carlo
- symbolic regression
- evolutionary algorithm
- gene expression programming
- sampling algorithm
- grammar guided genetic programming
- learning algorithm
- semi supervised
- unlabeled data
- cost sensitive
- labeled data
- supervised learning
- sampling methods
- learning process
- training set
- training examples
- machine learning
- genetic algorithm
- semi supervised learning
- class imbalance
- feature selection