Time Series Model Package
TSMRNNSTAT Object
The TSMRNNSTAT object collects RNN model statistics of fit from a TSM object, TSMObj, and stores them in an output table. This information is useful for evaluating how well the model fits the dependent series. This object is available only for the RNNSPEC object.
Table 23 shows the contents of the TSMRNNSTAT object.
Table 23: Contents of the TSMRNNSTAT Object
| Column | Type | Description |
|---|---|---|
| _NAME_ | String | Name of the dependent variable |
| OPTEPOCH | Numeric | Epoch number of the best model selected |
| PTVLDERROR | Numeric | Post-training validation error |
| TRNERROR | Numeric | Training error |
| VLDERROR | Numeric | Validation error |
Table 24 summarizes the methods that are associated with the TSMRNNSTAT object.
Table 24: Methods of the TSMRNNSTAT Object
| Method | Description |
|---|---|
| Collect | Collect model statistics of fit from the TSM object |
Figure 14 illustrates the data flow through the TSMRNNSTAT object.
Figure 14: TSMRNNSTAT Object Data Flow
Last updated: July 09, 2026