Uses of Interface
net.sf.tweety.machinelearning.Trainer

Packages that use Trainer

Package	Description
net.sf.tweety.machinelearning
net.sf.tweety.machinelearning.svm

Uses of Trainer in net.sf.tweety.machinelearning

Classes in net.sf.tweety.machinelearning that implement Trainer

Modifier and Type	Class and Description
class	GridSearchParameterLearner<S extends Observation,T extends Category> A grid-search approach for learning parameters.
class	ParameterTrainer<S extends Observation,T extends Category> Performs a parameter training on a given trainer, i.e.

Fields in net.sf.tweety.machinelearning declared as Trainer

Modifier and Type	Field and Description
private Trainer<S,T>	ParameterTrainer.trainer The trainer for which we seek the best parameters.

Methods in net.sf.tweety.machinelearning that return Trainer

Modifier and Type	Method and Description
protected Trainer<S,T>	ParameterTrainer.getTrainer() Returns the trainer of this parameter trainer.

Methods in net.sf.tweety.machinelearning with parameters of type Trainer

Modifier and Type	Method and Description
abstract double	ClassificationTester.test(Trainer<S,T> trainer, TrainingSet<S,T> trainingSet) This methods takes a trainer and a training set and returns the performance (in [0,1]) of the trained classifier on the training set (e.g.
double	CrossValidator.test(Trainer<S,T> trainer, TrainingSet<S,T> trainingSet)

Constructors in net.sf.tweety.machinelearning with parameters of type Trainer

Constructor and Description
GridSearchParameterLearner(Trainer<S,T> trainer, ClassificationTester<S,T> tester, int depth, int partitions) Creates a new grid-search parameter learner with the given arguments.
ParameterTrainer(Trainer<S,T> trainer) Creates a new parameter trainer for the given trainer.

Uses of Trainer in net.sf.tweety.machinelearning.svm

Classes in net.sf.tweety.machinelearning.svm that implement Trainer

Modifier and Type	Class and Description
class	MultiClassRbfTrainer Trains a standard multi-class RBF support vector machine.