On the Model Management landing page, you can manage adaptive models that were run and predictive models with responses. You can view the performance of individual models and the number of their responses, or perform various maintenance activities, such as clearing, deleting, and updating models.
When you run a strategy that references an Adaptive Model rule in an adaptive model component, that model appears in the Adaptive Decision Manager (ADM) system. The Adaptive Model rule determines the creation, learning patterns, and predictive behavior of the model.
- Viewing recent responses for adaptive and predictive models
View outcomes and predictor information for the five most recent responses that were collected, for example, for troubleshooting.
- Clearing models
Remove all the historical learning data of an adaptive model instance. Optionally, you can also delete the associated data mart record that is used for adaptive model instance monitoring. For predictive models, clearing automatically removes the data mart record. Clearing a model deletes all of its statistics.
- Deleting adaptive models
You can delete adaptive models and all their associated statistics. Deleting an adaptive model removes a model but does not affect the adaptive model rule (configuration).
- Updating adaptive models
The ADM service automatically updates adaptive models (by applying self-learning) each time the number of responses for a model exceeds the defined threshold setting. You can also manually update adaptive models on the Model Management landing page.
- Adaptive model details
On the Model Management landing page, you can access details about the adaptive models that were executed (such as the number of recorded responses, last update time, and so on). The models are generated as a result of running a decision strategy that contains an Adaptive Model shape.
- Database tables for monitoring models
Database tables contain monitoring information for adaptive and predictive models. This data is used to populate the charts in the Monitor tab of every model rule in Dev Studio and additional reports in the Actions Reports section of Prediction Studio.