ClassifierEvaluationMetrics.h

 
#pragma once
#include <aws/comprehend/Comprehend_EXPORTS.h>
 
namespace Aws
{
namespace Utils
{
namespace Json
{
  class JsonValue;
  class JsonView;
} // namespace Json
} // namespace Utils
namespace Comprehend
{
namespace Model
{
 
  class ClassifierEvaluationMetrics
  {
  public:
    AWS_COMPREHEND_API ClassifierEvaluationMetrics();
    AWS_COMPREHEND_API ClassifierEvaluationMetrics(Aws::Utils::Json::JsonView jsonValue);
    AWS_COMPREHEND_API ClassifierEvaluationMetrics& operator=(Aws::Utils::Json::JsonView jsonValue);
    AWS_COMPREHEND_API Aws::Utils::Json::JsonValue Jsonize() const;
 
 
 
    inline double GetAccuracy() const{ return m_accuracy; }
    inline bool AccuracyHasBeenSet() const { return m_accuracyHasBeenSet; }
    inline void SetAccuracy(double value) { m_accuracyHasBeenSet = true; m_accuracy = value; }
    inline ClassifierEvaluationMetrics& WithAccuracy(double value) { SetAccuracy(value); return *this;}
 
 
    inline double GetPrecision() const{ return m_precision; }
    inline bool PrecisionHasBeenSet() const { return m_precisionHasBeenSet; }
    inline void SetPrecision(double value) { m_precisionHasBeenSet = true; m_precision = value; }
    inline ClassifierEvaluationMetrics& WithPrecision(double value) { SetPrecision(value); return *this;}
 
 
    inline double GetRecall() const{ return m_recall; }
    inline bool RecallHasBeenSet() const { return m_recallHasBeenSet; }
    inline void SetRecall(double value) { m_recallHasBeenSet = true; m_recall = value; }
    inline ClassifierEvaluationMetrics& WithRecall(double value) { SetRecall(value); return *this;}
 
 
    inline double GetF1Score() const{ return m_f1Score; }
    inline bool F1ScoreHasBeenSet() const { return m_f1ScoreHasBeenSet; }
    inline void SetF1Score(double value) { m_f1ScoreHasBeenSet = true; m_f1Score = value; }
    inline ClassifierEvaluationMetrics& WithF1Score(double value) { SetF1Score(value); return *this;}
 
 
    inline double GetMicroPrecision() const{ return m_microPrecision; }
    inline bool MicroPrecisionHasBeenSet() const { return m_microPrecisionHasBeenSet; }
    inline void SetMicroPrecision(double value) { m_microPrecisionHasBeenSet = true; m_microPrecision = value; }
    inline ClassifierEvaluationMetrics& WithMicroPrecision(double value) { SetMicroPrecision(value); return *this;}
 
 
    inline double GetMicroRecall() const{ return m_microRecall; }
    inline bool MicroRecallHasBeenSet() const { return m_microRecallHasBeenSet; }
    inline void SetMicroRecall(double value) { m_microRecallHasBeenSet = true; m_microRecall = value; }
    inline ClassifierEvaluationMetrics& WithMicroRecall(double value) { SetMicroRecall(value); return *this;}
 
 
    inline double GetMicroF1Score() const{ return m_microF1Score; }
    inline bool MicroF1ScoreHasBeenSet() const { return m_microF1ScoreHasBeenSet; }
    inline void SetMicroF1Score(double value) { m_microF1ScoreHasBeenSet = true; m_microF1Score = value; }
    inline ClassifierEvaluationMetrics& WithMicroF1Score(double value) { SetMicroF1Score(value); return *this;}
 
 
    inline double GetHammingLoss() const{ return m_hammingLoss; }
    inline bool HammingLossHasBeenSet() const { return m_hammingLossHasBeenSet; }
    inline void SetHammingLoss(double value) { m_hammingLossHasBeenSet = true; m_hammingLoss = value; }
    inline ClassifierEvaluationMetrics& WithHammingLoss(double value) { SetHammingLoss(value); return *this;}
  private:
 
    double m_accuracy;
    bool m_accuracyHasBeenSet = false;
 
    double m_precision;
    bool m_precisionHasBeenSet = false;
 
    double m_recall;
    bool m_recallHasBeenSet = false;
 
    double m_f1Score;
    bool m_f1ScoreHasBeenSet = false;
 
    double m_microPrecision;
    bool m_microPrecisionHasBeenSet = false;
 
    double m_microRecall;
    bool m_microRecallHasBeenSet = false;
 
    double m_microF1Score;
    bool m_microF1ScoreHasBeenSet = false;
 
    double m_hammingLoss;
    bool m_hammingLossHasBeenSet = false;
  };
 
} // namespace Model
} // namespace Comprehend
} // namespace Aws