final InitialConfigurationAndData initialConfigAndData = PairQualityLearner.loadInitialAndPopulateInitialConfiguration(PairQualityLearner.largePTAFileName, learnerConfig, new Transform.InternStringLabel());
LearnerGraph referenceGraph = new LearnerGraph(initialConfigAndData.initial.graph.config);AbstractPersistence.loadGraph("resources/largePTA/outcome_correct", referenceGraph, initialConfigAndData.learnerInitConfiguration.getLabelConverter());
WekaDataCollector dataCollector = PairQualityLearner.createDataCollector(ifDepth);
LearnerThatCanClassifyPairs learnerOfPairs = new PairQualityLearner.LearnerThatUpdatesWekaResults(initialConfigAndData.learnerInitConfiguration,referenceGraph,dataCollector,initialConfigAndData.initial.graph);
learnerOfPairs.learnMachine(new LinkedList<List<Label>>(),new LinkedList<List<Label>>());
FileWriter wekaInstances=new FileWriter("resources/largePTA/pairsEncountered3.arff");
wekaInstances.write(dataCollector.trainingData.toString());
wekaInstances.close();
}