Spatio-Temporal Prediction Model Nugget

The Spatio-Temporal Prediction (STP) model nugget displays details of the model in the Model tab of the Output Viewer. For more information on using the viewer, see Working with output.

The spatio-temporal prediction (STP) modeling operation creates a number of new fields with the prefix $STP- as shown in the following table.

Table 1. New fields created by the STP modeling operation
Field name Description
$STP-<Time>

The time field created as part of the model build. The settings on the Time Intervals pane of the Build Options tab determine how this field is created.

<Time> is the original name of the field selected as the Time Field on the Fields tab.

Note: This filed is only created if you converted the original Time Field as part of the model build.
$STP-<Target>

This field contains the predictions for the target value.

<Target> is the name of the original Target field for the model
$STPVAR-<Target>

This field contains the VarianceOfPointPrediction values.

<Target> is the name of the original Target field for the model
$STPLCI-<Target>

This field contains the LowerOfPredictionInterval values; that is, the lower bound of confidence.

<Target> is the name of the original Target field for the model
$STPUCI-<Target>

This field contains the UpperOfPredictionInterval values; that is, the upper bound of confidence.

<Target> is the name of the original Target field for the model