A Survey on Cost Types, Interaction Schemes, and Annotator Performance Models in Selection Algorithms for Active Learning in Classification.
Marek HerdeDenis HuseljicBernhard SickAdrian CalmaPublished in: CoRR (2021)
Keyphrases
- active learning
- machine learning algorithms
- classification models
- classification algorithm
- cost sensitive classification
- machine learning methods
- machine learning approaches
- pattern recognition
- learning models
- benchmark datasets
- numerical algorithms
- image classification
- text classification
- learning algorithm
- mathematical models
- cost sensitive
- feature extraction
- model selection
- supervised learning
- semi supervised
- bayesian methods
- cost sensitive learning
- selective sampling
- decision trees
- machine learning
- rare class
- batch mode active learning