Uses of Class
org.tweetyproject.machinelearning.TrainingSet
Packages that use TrainingSet
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Uses of TrainingSet in org.tweetyproject.machinelearning
Methods in org.tweetyproject.machinelearning that return TrainingSetModifier and TypeMethodDescriptionTrainingSet.getObservations(T cat) Returns all observations of the given category.TrainingSet.loadLibsvmTrainingFile(File file) Loads a training file in LIBSVM syntaxMethods in org.tweetyproject.machinelearning with parameters of type TrainingSetModifier and TypeMethodDescriptionGridSearchParameterLearner.learnParameters(TrainingSet<S, T> trainingSet) abstract ParameterSetParameterTrainer.learnParameters(TrainingSet<S, T> trainingSet) Learns the best parameters of the given trainer for the training set.doubleClassificationTester.test(Classifier classifier, TrainingSet<S, T> trainingSet) Measures the performance of the given classifier on the given test set.abstract doubleThis method takes a trainer and a training set and returns the performance (in the range [0,1]) of the trained classifier on the training set (e.g.doubleParameterTrainer.train(TrainingSet<S, T> trainingSet) ParameterTrainer.train(TrainingSet<S, T> trainingSet, ParameterSet params) Trainer.train(TrainingSet<S, T> trainingSet) Trains a classifier on the given training set.Trainer.train(TrainingSet<S, T> trainingSet, ParameterSet params) Trains a classifier on the given training set with the given parameters -
Uses of TrainingSet in org.tweetyproject.machinelearning.svm
Methods in org.tweetyproject.machinelearning.svm with parameters of type TrainingSetModifier and TypeMethodDescriptionMultiClassRbfTrainer.train(TrainingSet<DefaultObservation, DoubleCategory> trainingSet) MultiClassRbfTrainer.train(TrainingSet<DefaultObservation, DoubleCategory> trainingSet, ParameterSet params)