List of crossWith() Examples

Examples of crossWith()

statechum.model.testset.PTA_computePrecisionRecall.crossWith()
Calculates precision/recall when supplied with a specific set of sequences (such as a test set, backed by an FSM). When we record sequences, non-existing transitions at the ends are recorded too, however if we have a long non-existing path, only the first non-existing transition is being recorded. This is in compliance with the training data which only has one non-existing transition at the end of every non-existing path (by construction, we do not build long paths with multiple non-existing transitions). @param pc the set of sequences.

Examples of statechum.model.testset.PTA_computePrecisionRecall.crossWith()

          if (testSequencesB != null) precRec.crossWith(testSequencesB);
          bcrA=precRec.getBCR();
        }
        {
          PTA_computePrecisionRecall precRec = new PTA_computePrecisionRecall(stateToCorrespondingGraph.get(stateB).graph);
          if (testSequencesA != null) precRec.crossWith(testSequencesA);
          bcrB=precRec.getBCR();
        }
        double multiplier = 100.;
        if (config.getGdScoreComputation() == GDScoreComputationEnum.GD_RH)
          rightHandSide = multiplier*(bcrA+bcrB)*totalOutgoing/2.;

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Examples of statechum.model.testset.PTA_computePrecisionRecall.crossWith()

    
    PTA_computePrecisionRecall precRec = null;
    
    {
      precRec = new PTA_computePrecisionRecall(markovD);
      precRec.crossWith(walkEngine);PosNegPrecisionRecall result = precRec.getPosNegPrecisionRecallNum(); 
      final String name = "Markov";
      System.out.println(name+": +precision "+result.getPosprecision()+" +recall: "+result.getPosrecall());
      System.out.println(name+": -precision "+result.getNegprecision()+" -recall: "+result.getNegrecall());
      System.out.println(name+": =precision "+result.getPrecision()+" =recall: "+result.getRecall());
    }

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Examples of statechum.model.testset.PTA_computePrecisionRecall.crossWith()

      System.out.println(name+": =precision "+result.getPrecision()+" =recall: "+result.getRecall());
    }


    {
      precRec = new PTA_computePrecisionRecall(edsm);
      precRec.crossWith(walkEngine);PosNegPrecisionRecall result = precRec.getPosNegPrecisionRecallNum(); 
      final String name = "EDSM";
      System.out.println(name+": +precision "+result.getPosprecision()+" +recall: "+result.getPosrecall());
      System.out.println(name+": -precision "+result.getNegprecision()+" -recall: "+result.getNegrecall());
      System.out.println(name+": =precision "+result.getPrecision()+" =recall: "+result.getRecall());
    }

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Examples of statechum.model.testset.PTA_computePrecisionRecall.crossWith()

    
    PTA_computePrecisionRecall precRec = null;
    
    {
      precRec = new PTA_computePrecisionRecall(markovD);
      precRec.crossWith(walkEngine);PosNegPrecisionRecall result = precRec.getPosNegPrecisionRecallNum(); 
      final String name = "Markov";
      System.out.println(name+": +precision "+result.getPosprecision()+" +recall: "+result.getPosrecall());
      System.out.println(name+": -precision "+result.getNegprecision()+" -recall: "+result.getNegrecall());
      System.out.println(name+": =precision "+result.getPrecision()+" =recall: "+result.getRecall());
    }

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Examples of statechum.model.testset.PTA_computePrecisionRecall.crossWith()

      System.out.println(name+": =precision "+result.getPrecision()+" =recall: "+result.getRecall());
    }


    {
      precRec = new PTA_computePrecisionRecall(edsm);
      precRec.crossWith(walkEngine);PosNegPrecisionRecall result = precRec.getPosNegPrecisionRecallNum(); 
      final String name = "EDSM";
      System.out.println(name+": +precision "+result.getPosprecision()+" +recall: "+result.getPosrecall());
      System.out.println(name+": -precision "+result.getNegprecision()+" -recall: "+result.getNegrecall());
      System.out.println(name+": =precision "+result.getPrecision()+" =recall: "+result.getRecall());
    }

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Examples of statechum.model.testset.PTA_computePrecisionRecall.crossWith()

      System.out.println(name+": =precision "+result.getPrecision()+" =recall: "+result.getRecall());
    }


    {
      precRec = new PTA_computePrecisionRecall(edsm);
      precRec.crossWith(walkEngine);PosNegPrecisionRecall result = precRec.getPosNegPrecisionRecallNum(); 
      final String name = "EDSM";
      System.out.println(name+": +precision "+result.getPosprecision()+" +recall: "+result.getPosrecall());
      System.out.println(name+": -precision "+result.getNegprecision()+" -recall: "+result.getNegrecall());
      System.out.println(name+": =precision "+result.getPrecision()+" =recall: "+result.getRecall());
    }

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Examples of statechum.model.testset.PTA_computePrecisionRecall.crossWith()

  public static PosNegPrecisionRecall compare(LearnerGraph specfsm, LearnerGraph imp){
    PTA_computePrecisionRecall precRec = new PTA_computePrecisionRecall(imp);
    PTASequenceEngine engine = new PTA_FSMStructure(specfsm,null);
    SequenceSet partialPTA = engine.new SequenceSet();partialPTA.setIdentity();
    partialPTA = partialPTA.cross(specfsm.wmethod.getFullTestSet(1));
    precRec.crossWith(engine);return precRec.getPosNegPrecisionRecallNum();
  }
  
  public static PosNegPrecisionRecall compare(Collection<List<Label>> tests, LearnerGraph specfsm, LearnerGraph imp){
    PTA_computePrecisionRecall precRec = new PTA_computePrecisionRecall(imp);
    PTASequenceEngine engine = new PTA_FSMStructure(specfsm,null);

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Examples of statechum.model.testset.PTA_computePrecisionRecall.crossWith()

  public static PosNegPrecisionRecall compare(Collection<List<Label>> tests, LearnerGraph specfsm, LearnerGraph imp){
    PTA_computePrecisionRecall precRec = new PTA_computePrecisionRecall(imp);
    PTASequenceEngine engine = new PTA_FSMStructure(specfsm,null);
    SequenceSet partialPTA = engine.new SequenceSet();partialPTA.setIdentity();
    partialPTA = partialPTA.cross(tests);
    precRec.crossWith(engine);return precRec.getPosNegPrecisionRecallNum();
  }
/*
  private static void printTests(Collection<List<String>> tests){
    for (List<String> list : tests) {
      System.out.println(list);

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Examples of statechum.model.testset.PTA_computePrecisionRecall.crossWith()

        */
        
        double bcrA = 0., bcrB= 0.;
        {
          PTA_computePrecisionRecall precRec = new PTA_computePrecisionRecall(stateToCorrespondingGraph.get(stateA).graph);
          if (testSequencesB != null) precRec.crossWith(testSequencesB);
          bcrA=precRec.getBCR();
        }
        {
          PTA_computePrecisionRecall precRec = new PTA_computePrecisionRecall(stateToCorrespondingGraph.get(stateB).graph);
          if (testSequencesA != null) precRec.crossWith(testSequencesA);

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Examples of statechum.model.testset.PTA_computePrecisionRecall.crossWith()

          if (testSequencesB != null) precRec.crossWith(testSequencesB);
          bcrA=precRec.getBCR();
        }
        {
          PTA_computePrecisionRecall precRec = new PTA_computePrecisionRecall(stateToCorrespondingGraph.get(stateB).graph);
          if (testSequencesA != null) precRec.crossWith(testSequencesA);
          bcrB=precRec.getBCR();
        }
        double multiplier = 100.;
        if (config.getGdScoreComputation() == GDScoreComputationEnum.GD_RH)
          rightHandSide = multiplier*(bcrA+bcrB)*totalOutgoing/2.;

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