Scorecard
A PMML scorecard model is a regression based modelling technique mainly used to calculate risk or default probability.
Model Element
<Scorecard functionName="regression" ...Unsupported Features
Scorecard models with the <MiningSchema> element containing a reference to a <DerivedField> element are not supported.
Model Outputs
By default the target field will be available as an output field - this is a synonym for the predictedValue feature and will always be of type 'double'.
| Supported Model Output Features | Description |
|---|---|
| predictedValue | The calculated score. |
| transformedValue | A value generated via a transformation expression applied to the predicted model output. |
| decision | A value generated via an expression applied to the predicted model output resulting in a categorized value. |
| reasonCode | If specified the reason codes associated with the characteristics used to determine the score in order of their contribution to the final score. The rank of the request reason code can be specified otherwise the highest ranked reason code will be returned by default. |