Class Prediction

java.lang.Object
com.amazonaws.services.machinelearning.model.Prediction
All Implemented Interfaces:
Serializable, Cloneable
public class Prediction extends Object implements Serializable, Cloneable

The output from a Predict operation:

  • Details - Contains the following attributes: DetailsAttributes.PREDICTIVE_MODEL_TYPE - REGRESSION | BINARY | MULTICLASS DetailsAttributes.ALGORITHM - SGD

  • PredictedLabel - Present for either a BINARY or MULTICLASS MLModel request.

  • PredictedScores - Contains the raw classification score corresponding to each label.

  • PredictedValue - Present for a REGRESSION MLModel request.

See Also:

  • Constructor Details

    • Prediction

      public Prediction()

  • Method Details

    • setPredictedLabel

      public void setPredictedLabel(String predictedLabel)
      The prediction label for either a BINARY or MULTICLASS MLModel.
      Parameters:
      predictedLabel - The prediction label for either a BINARY or MULTICLASS MLModel.

    • getPredictedLabel

      public String getPredictedLabel()
      The prediction label for either a BINARY or MULTICLASS MLModel.
      Returns:
      The prediction label for either a BINARY or MULTICLASS MLModel.

    • withPredictedLabel

      public Prediction withPredictedLabel(String predictedLabel)
      The prediction label for either a BINARY or MULTICLASS MLModel.
      Parameters:
      predictedLabel - The prediction label for either a BINARY or MULTICLASS MLModel.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • setPredictedValue

      public void setPredictedValue(Float predictedValue)
      The prediction value for REGRESSION MLModel.
      Parameters:
      predictedValue - The prediction value for REGRESSION MLModel.

    • getPredictedValue

      public Float getPredictedValue()
      The prediction value for REGRESSION MLModel.
      Returns:
      The prediction value for REGRESSION MLModel.

    • withPredictedValue

      public Prediction withPredictedValue(Float predictedValue)
      The prediction value for REGRESSION MLModel.
      Parameters:
      predictedValue - The prediction value for REGRESSION MLModel.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • getPredictedScores

      public Map<String,Float> getPredictedScores()
      Returns:

    • setPredictedScores

      public void setPredictedScores(Map<String,Float> predictedScores)
      Parameters:
      predictedScores -

    • withPredictedScores

      public Prediction withPredictedScores(Map<String,Float> predictedScores)
      Parameters:
      predictedScores -
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • addPredictedScoresEntry

      public Prediction addPredictedScoresEntry(String key, Float value)

    • clearPredictedScoresEntries

      public Prediction clearPredictedScoresEntries()
      Removes all the entries added into PredictedScores. <p> Returns a reference to this object so that method calls can be chained together.

    • getDetails

      public Map<String,String> getDetails()
      Returns:

    • setDetails

      public void setDetails(Map<String,String> details)
      Parameters:
      details -

    • withDetails

      public Prediction withDetails(Map<String,String> details)
      Parameters:
      details -
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • addDetailsEntry

      public Prediction addDetailsEntry(String key, String value)

    • clearDetailsEntries

      public Prediction clearDetailsEntries()
      Removes all the entries added into Details. <p> Returns a reference to this object so that method calls can be chained together.

    • toString

      public String toString()
      Returns a string representation of this object; useful for testing and debugging.
      Overrides:
      toString in class Object
      Returns:
      A string representation of this object.
      See Also:

    • equals

      public boolean equals(Object obj)
      Overrides:
      equals in class Object

    • hashCode

      public int hashCode()
      Overrides:
      hashCode in class Object

    • clone

      public Prediction clone()
      Overrides:
      clone in class Object