Shared domains of competence of approximate learning models using measures of separability of classes.
Julián LuengoFrancisco HerreraPublished in: Inf. Sci. (2012)
Keyphrases
- learning models
- loss function
- machine learning
- learning algorithm
- learning tasks
- machine learning algorithms
- learning paradigms
- classification models
- semi supervised learning
- intermediate concepts
- concept classes
- conditional random fields
- real world
- transfer learning
- machine learning models
- active learning
- class labels
- similarity measure
- maximum likelihood
- dimensionality reduction
- classification accuracy
- pairwise