Adapting Hierarchical Multiclass Classification to Changes in the Target Concept.
Daniel Silva-PalaciosCèsar FerriMaría José Ramírez-QuintanaPublished in: CAEPIA (2018)
Keyphrases
- multiclass classification
- target concept
- multi class
- positive and negative
- uniform distribution
- domain theory
- membership queries
- concept drift
- pac learning
- binary classification
- relational learning
- cost sensitive
- training examples
- support vector machine
- binary classifiers
- machine learning algorithms
- learning algorithm
- positive examples
- small number
- domain knowledge
- boolean functions
- background knowledge
- prior knowledge