Examples of BCR()

Examples of statechum.analysis.learning.PrecisionRecall.ConfusionMatrix.BCR()

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    },config), from, to);
    Assert.assertEquals(1.,matrix.getPrecision(),Configuration.fpAccuracy);
    Assert.assertEquals(1.,matrix.getRecall(),Configuration.fpAccuracy);
    Assert.assertEquals(1.,matrix.fMeasure(),Configuration.fpAccuracy);
    Assert.assertEquals(0.,matrix.getSpecificity(),Configuration.fpAccuracy);
    Assert.assertEquals(0.5,matrix.BCR(),Configuration.fpAccuracy);
  }

  @Test
  public void testClassify2()
  {
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Examples of statechum.analysis.learning.PrecisionRecall.ConfusionMatrix.BCR()

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    },config), from, to);
    Assert.assertEquals(0.,matrix.getPrecision(),Configuration.fpAccuracy);
    Assert.assertEquals(0.,matrix.getRecall(),Configuration.fpAccuracy);
    Assert.assertEquals(0.,matrix.fMeasure(),Configuration.fpAccuracy);
    Assert.assertEquals(1.,matrix.getSpecificity(),Configuration.fpAccuracy);
    Assert.assertEquals(0.5,matrix.BCR(),Configuration.fpAccuracy);
  }

  @Test
  public void testClassify3()
  {
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Examples of statechum.analysis.learning.PrecisionRecall.ConfusionMatrix.BCR()

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    },config), from, to);
    Assert.assertEquals(0.,matrix.getPrecision(),Configuration.fpAccuracy);
    Assert.assertEquals(0.,matrix.getRecall(),Configuration.fpAccuracy);
    Assert.assertEquals(0.,matrix.fMeasure(),Configuration.fpAccuracy);
    Assert.assertEquals(1.,matrix.getSpecificity(),Configuration.fpAccuracy);
    Assert.assertEquals(0.5,matrix.BCR(),Configuration.fpAccuracy);
  }
 
  @Test
  public void testClassify4()
  {
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Examples of statechum.analysis.learning.PrecisionRecall.ConfusionMatrix.BCR()

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    },config), from, to);
    Assert.assertEquals(0.,matrix.getPrecision(),Configuration.fpAccuracy);
    Assert.assertEquals(0.,matrix.getRecall(),Configuration.fpAccuracy);
    Assert.assertEquals(0.,matrix.fMeasure(),Configuration.fpAccuracy);
    Assert.assertEquals(0.,matrix.getSpecificity(),Configuration.fpAccuracy);
    Assert.assertEquals(0,matrix.BCR(),Configuration.fpAccuracy);
  }

 
  @Test
  public void testClassify5()
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Examples of statechum.analysis.learning.PrecisionRecall.ConfusionMatrix.BCR()

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    },config), from, to);
    Assert.assertEquals(1.,matrix.getPrecision(),Configuration.fpAccuracy);
    Assert.assertEquals(0.5,matrix.getRecall(),Configuration.fpAccuracy);
    Assert.assertEquals(0.66666666,matrix.fMeasure(),Configuration.fpAccuracy);
    Assert.assertEquals(0.,matrix.getSpecificity(),Configuration.fpAccuracy);
    Assert.assertEquals(0.25,matrix.BCR(),Configuration.fpAccuracy);
  }

  @Test
  public void testClassify6()
  {
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Examples of statechum.analysis.learning.PrecisionRecall.ConfusionMatrix.BCR()

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    },config), from, to);
    Assert.assertEquals(0.,matrix.getPrecision(),Configuration.fpAccuracy);
    Assert.assertEquals(0,matrix.getRecall(),Configuration.fpAccuracy);
    Assert.assertEquals(0.,matrix.fMeasure(),Configuration.fpAccuracy);
    Assert.assertEquals(0.,matrix.getSpecificity(),Configuration.fpAccuracy);
    Assert.assertEquals(0,matrix.BCR(),Configuration.fpAccuracy);
  }


  @Test
  public void testClassify7()
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Examples of statechum.analysis.learning.PrecisionRecall.ConfusionMatrix.BCR()

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    },config), from, to);
    Assert.assertEquals(0.,matrix.getPrecision(),Configuration.fpAccuracy);
    Assert.assertEquals(0,matrix.getRecall(),Configuration.fpAccuracy);
    Assert.assertEquals(0.,matrix.fMeasure(),Configuration.fpAccuracy);
    Assert.assertEquals(0.5,matrix.getSpecificity(),Configuration.fpAccuracy);
    Assert.assertEquals(0.25,matrix.BCR(),Configuration.fpAccuracy);
  }
 
  /* More sequences. */
  @Test
  public void testClassify8()
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Examples of statechum.analysis.learning.PrecisionRecall.ConfusionMatrix.BCR()

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    },config), from, to);
    Assert.assertEquals(2./3.,matrix.getPrecision(),Configuration.fpAccuracy);
    Assert.assertEquals(1,matrix.getRecall(),Configuration.fpAccuracy);
    Assert.assertEquals(0.8,matrix.fMeasure(),Configuration.fpAccuracy);
    Assert.assertEquals(0.5,matrix.getSpecificity(),Configuration.fpAccuracy);
    Assert.assertEquals(0.75,matrix.BCR(),Configuration.fpAccuracy);
  }
 
}
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Examples of statechum.analysis.learning.PrecisionRecall.ConfusionMatrix.BCR()

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          RPNIBlueFringe learner = new RPNIBlueFringe(learnerConfig,choice);
            final LearnerGraph actualAutomaton = learner.learn(collectionOfTraces.get(UAVAllSeeds).tracesForUAVandFrame.get(UAVAllSeeds).get(frame),true);
            long tmFinished = new Date().getTime();
            System.out.println("Learning complete, "+((tmFinished-tmStarted)/1000)+" sec");tmStarted = tmFinished;
            ConfusionMatrix matrix = DiffExperiments.classify(wMethod, graphReference, actualAutomaton);
            System.out.println("BCR for frame : "+frame+" = "+matrix.BCR()+", precision: "+matrix.getPrecision()+", recall: "+matrix.getRecall()+", specificity: "+matrix.getSpecificity()+", matrix: "+matrix+", log of choices: "+learner.logOfChoiceNumber);
            //Visualiser.updateFrame(actualAutomaton, graphReference);
            /*
            boolean foundSame = false;
            for(LearnerGraph g:graphs)
              if (WMethod.checkM(g, actualAutomaton) != null)
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Examples of statechum.analysis.learning.PrecisionRecall.ConfusionMatrix.BCR()

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        gd.computeGD(graphReference, actualAutomaton, ExperimentRunner.getCpuNumber(),counter,learnerConfig);
       
        int referenceEdges = graphReference.pathroutines.countEdges(), actualEdges = actualAutomaton.pathroutines.countEdges();
        System.out.println(counter.getRemoved()+","+counter.getAdded()+", difference is "+(((double)referenceEdges-counter.getRemoved())/referenceEdges+((double)actualEdges-counter.getAdded())/actualEdges)/2);
       
        uas_S.add(frame,matrix.BCR());
        //uas_S.drawInteractive(gr);
       }
       
        int count=0;
        for(LearnerGraph g:graphs)
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