Extending DEAP with Active Sampling for Evolutionary Supervised Learning.
Sana Ben HamidaGhita BenjellounPublished in: ICSOFT (2021)
Keyphrases
- active sampling
- supervised learning
- active learning
- selective sampling
- ranking functions
- learning to rank
- free form
- unsupervised learning
- unlabeled data
- training examples
- semi supervised
- semi supervised learning
- training set
- training data
- learning algorithm
- machine learning
- learning problems
- random sampling
- feature selection
- reinforcement learning
- uncertainty sampling
- learning tasks
- generalization error
- labeled data
- multiple instance learning
- information retrieval
- language model
- relevance feedback