Using Subclasses to Improve Classification Learning.
Achim G. HoffmannRex Bing Hung KwokPaul ComptonPublished in: ECML (2001)
Keyphrases
- learning process
- incremental learning
- supervised learning
- learning algorithm
- machine learning
- structured output
- statistical learning
- learning tasks
- active learning
- feature extraction
- discriminative learning
- multi class
- knowledge acquisition
- unsupervised learning
- automatic classification
- training process
- prior knowledge
- classification models
- decision trees
- pattern classification
- data sets
- rule learning
- learning rules
- inductive inference
- reinforcement learning
- decision rules
- feature set
- support vector
- knn
- classification accuracy
- training set