Spatio-Temporal Prediction (STP) model nugget

The Spatio-Temporal Prediction (STP) model nugget provides details of the generated model.

The 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 time intervals settings in the node properties determine how this field is created. <Time> is the original name of the field selected as the Time field. 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.