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Class: Aws::MachineLearning::Types::Prediction

Inherits:
Struct
  • Object
show all
Defined in:
(unknown)

Overview

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.

Returned by:

Instance Attribute Summary collapse

Instance Attribute Details

#detailsHash<String,String>

Provides any additional details regarding the prediction.

Returns:

  • (Hash<String,String>)

    Provides any additional details regarding the prediction.

#predicted_labelString

The prediction label for either a BINARY or MULTICLASS MLModel.

Returns:

  • (String)

    The prediction label for either a BINARY or MULTICLASS MLModel.

#predicted_scoresHash<String,Float>

Provides the raw classification score corresponding to each label.

Returns:

  • (Hash<String,Float>)

    Provides the raw classification score corresponding to each label.

#predicted_valueFloat

The prediction value for REGRESSION MLModel.

Returns:

  • (Float)

    The prediction value for REGRESSION MLModel.