AI training depends on a set of training parameters in the AI engine. You can configure training variables or reset the trained APIs in the AI engine from the Dashboard.
- Ensure you have admin user privileges to configure the training settings.
- If you're accessing PingOne API Intelligence through the PingOne platform, make sure that the PingOne API Intelligence service is activated. For more information, see Getting started with PingOne API Intelligence.
The following steps provide an overview of the training parameters that can be configured through the Dashboard. It is recommended that you review the variables and configure the best values for your environment.
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Configure the following settings in the Global
Configuration tab:
- TRAINING PERIOD: The number of hours to train the AI model before it moves to attack detection mode. It is recommended that you configure the training for at least a week's duration in a production environment.
- TRAINING UPDATE INTERVAL: The time interval at which continuous learning model thresholds are updated in the AI engine.
These variables are specified in hours with an allowable range of 1 to 10000. Click Save to reflect the changes.
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Reset the training of an API or multiple APIs from the Reset
Training tab.
- Select the APIs in the RESET TRAINING field and click Go.
If there are any pending jobs in the AI engine, the reset will fail with an error notification. You can re-run the reset training after a few minutes. If the reset fails multiple times, follow the steps explained in Resetting trained APIs to manually reset the API.