Describe the issue:
I want to modify the hyperparameters in the anomaly detection.
In anomaly detection in aws opensearch, we use the RCF algorithm, however, in order to improve the accuracy of the detector, I want to modify the hyperparameters in the RCF algorithm, such as num_trees. but I did not find in the official documentation, will be able to modify the hyperparameters in the anomaly detection. How can I do this? How do I modify it? If so, can you provide me with the corresponding RESTful api or corresponding configuration file for the modification process?
Thank you very much!
Currently we don’t allow users to configure parameters like the number of trees used by RCF. The different advanced settings we allow users to configure are listed here Settings - OpenSearch documentation.
public static final Setting<TimeValue> COOLDOWN_MINUTES = Setting
We will do our best to quickly update the settings in our official documentation.
If you there are other parameters you think should be editable to users you should open up an issue on AD’s Github repo so we can continue the discussion, if you would like, I can also open up the issue and you can add additional comments/responses.