List of pprintPrecisionRecallEval() Examples

Examples of pprintPrecisionRecallEval()

uk.ac.cam.ch.wwmm.ptclib.misc.ClassificationEvaluator.pprintPrecisionRecallEval()
Prints precision and recall statistics for individual classes to STDOUT.

Examples of uk.ac.cam.ch.wwmm.ptclib.misc.ClassificationEvaluator.pprintPrecisionRecallEval()

      } else {
        engList.add(results[gm.getIndex("CHEM")]);
      }


    }
    ce.pprintPrecisionRecallEval();
    ce.pprintConfusionMatrix();
    
    for(String word : unknownFeatures.keySet()) {
      Collection<String> f = unknownFeatures.get(word);
      double [] results = gm.eval(f.toArray(new String[0]));

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Examples of uk.ac.cam.ch.wwmm.ptclib.misc.ClassificationEvaluator.pprintPrecisionRecallEval()

          System.out.println("*");
        }
        
        ce2.logEvent(type, testType);
      }
      ce2.pprintPrecisionRecallEval();      
    }
  }


}

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Examples of uk.ac.cam.ch.wwmm.ptclib.misc.ClassificationEvaluator.pprintPrecisionRecallEval()

        ce.logEvent(be.getClassLabel(), result);
      }
      System.out.println(ce.getAccuracy());
      System.out.println(ce.getKappa());      
      ce.pprintConfusionMatrix();
      ce.pprintPrecisionRecallEval();
      //return;
    }
    
    if(true) {
      ce = new ClassificationEvaluator();

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Examples of uk.ac.cam.ch.wwmm.ptclib.misc.ClassificationEvaluator.pprintPrecisionRecallEval()

        ce.logEvent(be.getClassLabel(), result);
      }
      System.out.println(ce.getAccuracy());
      System.out.println(ce.getKappa());      
      ce.pprintConfusionMatrix();
      ce.pprintPrecisionRecallEval();
      //return;
    }
    
    ce = new ClassificationEvaluator();
    MultinomialNaiveBayes mnb = new MultinomialNaiveBayes(bagEvents);

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Examples of uk.ac.cam.ch.wwmm.ptclib.misc.ClassificationEvaluator.pprintPrecisionRecallEval()

      ce.logEvent(be.getClassLabel(), mnb.bestResult(results));
    }
    System.out.println(ce.getAccuracy());
    System.out.println(ce.getKappa());      
    ce.pprintConfusionMatrix();
    ce.pprintPrecisionRecallEval();


    ce = new ClassificationEvaluator();
    List<Event> trainEvents = new ArrayList<Event>();
    List<Event> testEvents = new ArrayList<Event>();
    for(BagEvent be : bagEvents) {

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Examples of uk.ac.cam.ch.wwmm.ptclib.misc.ClassificationEvaluator.pprintPrecisionRecallEval()

      ce.logEvent(event.getOutcome(), result);
    }
    System.out.println(ce.getAccuracy());
    System.out.println(ce.getKappa());      
    ce.pprintConfusionMatrix();
    ce.pprintPrecisionRecallEval();
    
    if(false) {
      
      List<Bag<String>> trueBags = new ArrayList<Bag<String>>();
      List<Bag<String>> falseBags = new ArrayList<Bag<String>>();

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Examples of uk.ac.cam.ch.wwmm.ptclib.misc.ClassificationEvaluator.pprintPrecisionRecallEval()

      ce.logEvent(refClass, respClass);
    }
    System.out.println(ce.getAccuracy());
    System.out.println(ce.getKappa());
    ce.pprintConfusionMatrix();
    ce.pprintPrecisionRecallEval();
  }


}

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Examples of uk.ac.cam.ch.wwmm.ptclib.misc.ClassificationEvaluator.pprintPrecisionRecallEval()

        events.set(i, new Event(e.getOutcome(), sa));
      }
      System.out.println(ce.getAccuracy());
      System.out.println(ce.getKappa());      
      ce.pprintConfusionMatrix();
      ce.pprintPrecisionRecallEval();
      //return;
    }


    
    int seed = 5;

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Examples of uk.ac.cam.ch.wwmm.ptclib.misc.ClassificationEvaluator.pprintPrecisionRecallEval()

      System.out.println("seed: " + seed);
      System.out.println(ce.getAccuracy());
      System.out.println(ce.getKappa());      
    //}
    ce.pprintConfusionMatrix();
    ce.pprintPrecisionRecallEval();


  }


}

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Examples of uk.ac.cam.ch.wwmm.ptclib.misc.ClassificationEvaluator.pprintPrecisionRecallEval()

        ce.logEvent(be.getClassLabel(), result);
      }
      System.out.println(ce.getAccuracy());
      System.out.println(ce.getKappa());      
      ce.pprintConfusionMatrix();
      ce.pprintPrecisionRecallEval();
      //return;
    }
    
    if(false) {
      ce = new ClassificationEvaluator();

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