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() = default;
  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{0.0};
 
  double m_precision{0.0};
 
  double m_recall{0.0};
 
  double m_f1Score{0.0};
 
  double m_microPrecision{0.0};
 
  double m_microRecall{0.0};
 
  double m_microF1Score{0.0};
 
  double m_hammingLoss{0.0};
  bool m_accuracyHasBeenSet = false;
  bool m_precisionHasBeenSet = false;
  bool m_recallHasBeenSet = false;
  bool m_f1ScoreHasBeenSet = false;
  bool m_microPrecisionHasBeenSet = false;
  bool m_microRecallHasBeenSet = false;
  bool m_microF1ScoreHasBeenSet = false;
  bool m_hammingLossHasBeenSet = false;
};
 
}  // namespace Model
}  // namespace Comprehend
}  // namespace Aws