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	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	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	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	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	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	Description
class	MultiClassRbfTrainer	Trains a standard multi-class RBF support vector machine.