Training genetic programming classifiers by vicinal-risk minimization.
Ji NiPeter I. RockettPublished in: Genet. Program. Evolvable Mach. (2015)
Keyphrases
- genetic programming
- risk minimization
- multi category
- training set
- training samples
- test set
- training examples
- loss function
- generalization error
- training data
- empirical risk
- symbolic regression
- evolutionary algorithm
- trained classifiers
- training process
- training algorithm
- uniform convergence
- naive bayes
- cross validation
- pairwise
- training dataset
- linear classifiers
- support vector
- decision trees
- data sets
- feature set
- multi objective
- active learning
- objective function
- genetic algorithm