SHOGUN  3.2.1
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Classes | Enumerations
ContingencyTableEvaluation.h File Reference

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Classes

class  CContingencyTableEvaluation
 The class ContingencyTableEvaluation a base class used to evaluate 2-class classification with TP, FP, TN, FN rates. More...
class  CAccuracyMeasure
 class AccuracyMeasure used to measure accuracy of 2-class classifier. More...
class  CErrorRateMeasure
 class ErrorRateMeasure used to measure error rate of 2-class classifier. More...
class  CBALMeasure
 class BALMeasure used to measure balanced error of 2-class classifier. More...
class  CWRACCMeasure
 class WRACCMeasure used to measure weighted relative accuracy of 2-class classifier. More...
class  CF1Measure
 class F1Measure used to measure F1 score of 2-class classifier. More...
class  CCrossCorrelationMeasure
 class CrossCorrelationMeasure used to measure cross correlation coefficient of 2-class classifier. More...
class  CRecallMeasure
 class RecallMeasure used to measure recall of 2-class classifier. More...
class  CPrecisionMeasure
 class PrecisionMeasure used to measure precision of 2-class classifier. More...
class  CSpecificityMeasure
 class SpecificityMeasure used to measure specificity of 2-class classifier. More...

Enumerations

enum  EContingencyTableMeasureType {
  ACCURACY = 0, ERROR_RATE = 10, BAL = 20, WRACC = 30,
  F1 = 40, CROSS_CORRELATION = 50, RECALL = 60, PRECISION = 70,
  SPECIFICITY = 80, CUSTOM = 999
}

SHOGUN Machine Learning Toolbox - Documentation