Relation between Agreement Measures on Human Labeling and Machine Learning Performance: Results from an Art History Domain.
Rebecca J. PassonneauTom LippincottTae YanoJudith L. KlavansPublished in: LREC (2008)
Keyphrases
- machine learning
- active learning
- machine learning methods
- computer vision
- domain specific
- learning algorithm
- decision trees
- human subjects
- pattern recognition
- supervised learning
- domain independent
- transfer learning
- model selection
- knowledge acquisition
- domain experts
- inductive logic programming
- inductive learning
- text mining
- information extraction
- image segmentation
- data mining
- text classification
- computational intelligence
- learning tasks
- human experts
- knowledge representation
- domain knowledge
- human users
- cross domain
- explanation based learning
- medical domain
- human learning