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/AWS1/CL_ML_PREDICTION

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.

CONSTRUCTOR

IMPORTING

Optional arguments:

iv_predictedlabel TYPE /AWS1/ML_LABEL /AWS1/ML_LABEL

The prediction label for either a BINARY or MULTICLASS MLModel.

iv_predictedvalue TYPE /AWS1/RT_FLOAT_AS_STRING /AWS1/RT_FLOAT_AS_STRING

The prediction value for REGRESSION MLModel.

it_predictedscores TYPE /AWS1/CL_ML_SCOREVALPERLABEL00=>TT_SCOREVALUEPERLABELMAP TT_SCOREVALUEPERLABELMAP

Provides the raw classification score corresponding to each label.

it_details TYPE /AWS1/CL_ML_DETAILSMAP_W=>TT_DETAILSMAP TT_DETAILSMAP

Provides any additional details regarding the prediction.

Queryable Attributes

predictedLabel

The prediction label for either a BINARY or MULTICLASS MLModel.

Accessible with the following methods

Method Description
GET_PREDICTEDLABEL() Getter for PREDICTEDLABEL, with configurable default
ASK_PREDICTEDLABEL() Getter for PREDICTEDLABEL w/ exceptions if field has no valu
HAS_PREDICTEDLABEL() Determine if PREDICTEDLABEL has a value

predictedValue

The prediction value for REGRESSION MLModel.

Accessible with the following methods

Method Description
GET_PREDICTEDVALUE() Getter for PREDICTEDVALUE, with configurable default
ASK_PREDICTEDVALUE() Getter for PREDICTEDVALUE w/ exceptions if field has no valu
STR_PREDICTEDVALUE() String format for PREDICTEDVALUE, with configurable default
HAS_PREDICTEDVALUE() Determine if PREDICTEDVALUE has a value

predictedScores

Provides the raw classification score corresponding to each label.

Accessible with the following methods

Method Description
GET_PREDICTEDSCORES() Getter for PREDICTEDSCORES, with configurable default
ASK_PREDICTEDSCORES() Getter for PREDICTEDSCORES w/ exceptions if field has no val
HAS_PREDICTEDSCORES() Determine if PREDICTEDSCORES has a value

details

Provides any additional details regarding the prediction.

Accessible with the following methods

Method Description
GET_DETAILS() Getter for DETAILS, with configurable default
ASK_DETAILS() Getter for DETAILS w/ exceptions if field has no value
HAS_DETAILS() Determine if DETAILS has a value