Uses of Class
net.sf.tweety.machinelearning.TrainingSet

Packages that use TrainingSet

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

Uses of TrainingSet in net.sf.tweety.machinelearning

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

Modifier and Type	Method and Description
TrainingSet<S,T>	TrainingSet.getObservations(T cat) Returns all observations of the given category.
static TrainingSet<DefaultObservation,DoubleCategory>	TrainingSet.loadLibsvmTrainingFile(java.io.File file) Loads a training file in LIBSVM syntax

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

Modifier and Type	Method and Description
ParameterSet	GridSearchParameterLearner.learnParameters(TrainingSet<S,T> trainingSet)
abstract ParameterSet	ParameterTrainer.learnParameters(TrainingSet<S,T> trainingSet) Learns the best parameters of the given trainer for the training set.
double	ClassificationTester.test(Classifier classifier, TrainingSet<S,T> trainingSet) Measures the performance of the given classifier on the given test set, i.e.
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)
Classifier	Trainer.train(TrainingSet<S,T> trainingSet) Trains a classifier on the given training set.
Classifier	ParameterTrainer.train(TrainingSet<S,T> trainingSet)
Classifier	Trainer.train(TrainingSet<S,T> trainingSet, ParameterSet params) Trains a classifier on the given training set with the given parameters
Classifier	ParameterTrainer.train(TrainingSet<S,T> trainingSet, ParameterSet params)

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

Methods in net.sf.tweety.machinelearning.svm with parameters of type TrainingSet

Modifier and Type	Method and Description
SupportVectorMachine	MultiClassRbfTrainer.train(TrainingSet<DefaultObservation,DoubleCategory> trainingSet)
SupportVectorMachine	MultiClassRbfTrainer.train(TrainingSet<DefaultObservation,DoubleCategory> trainingSet, ParameterSet params)