Inactive learning?: difficulties employing active learning in practice.
Josh AttenbergFoster J. ProvostPublished in: SIGKDD Explor. (2010)
Keyphrases
- active learning
- learning process
- learning algorithm
- online learning
- real world
- machine learning
- incremental learning
- case study
- learning strategies
- prior knowledge
- data sets
- supervised learning
- learning systems
- learning sciences
- multi class
- selective sampling
- learning frameworks
- pool based active learning
- experimental design
- random sampling
- reinforcement learning
- decision trees
- neural network