Learning Rule Ensembles for Ordinal Classification with Monotonicity Constraints.
Krzysztof DembczynskiWojciech KotlowskiRoman SlowinskiPublished in: Fundam. Informaticae (2009)
Keyphrases
- learning rules
- ordinal classification
- monotonicity constraints
- biologically inspired
- neural network
- artificial neural networks
- logic programs
- learning algorithm
- decision trees
- ensemble methods
- multi class classification
- back propagation
- binary classification
- learning scheme
- base classifiers
- equality constraints
- pairwise
- genetic algorithm