Maximum Margin Decision Surfaces for Increased Generalisation in Evolutionary Decision Tree Learning.
Alexandros AgapitosMichael O'NeillAnthony BrabazonTheodoros TheodoridisPublished in: EuroGP (2011)
Keyphrases
- maximum margin
- decision tree learning
- learning algorithm
- decision trees
- constructive induction
- support vector
- markov networks
- attribute values
- hyperplane
- pattern classification
- support vector machine
- ensemble methods
- multi task
- meta learning
- multiple kernel learning
- maximum likelihood
- generalization error
- domain knowledge
- graphical models
- text classification