Uses of Interface
net.sf.tweety.machinelearning.Trainer
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Packages that use Trainer Package Description net.sf.tweety.machinelearning net.sf.tweety.machinelearning.svm -
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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.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.
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