Machine Learning Configurations¶

The Machine Learning Configuration contains the settings for communicating with the ML Service.

Log Level controls the level of logging. See Machine Learning Logs for the log levels.

Note! The 'DEFAULT' configuration is the Machine Learning configuration used for both the Cloud Deployment Model and the Remote Deployment Model. With the Cloud Deployment Model it is available out of the box. With the Remote Deployment Model it is used after connecting to the IFS.ai platform. Read more about Deployment Models and Connecting to AI Services.

Activities in Machine Learning Configurations¶

• IFS Connect Configuration
  • Routing Rule
  • Routing Address
  • Senders
• Application Messages
• Test Connection
• Database Task Schedules

IFS Connect Configuration¶

These are specific configurations used for Machine Learning and do not normally need to be edited.

Routing Rule¶

This opens the routing rules used for Machine Learning.

Read more about Routing Rules.

Routing Address¶

This opens the routing addresses used for Machine Learning.

Read more about Routing Addresses.

Senders¶

This opens the senders used for Machine Learning.

Read more about Senders.

Application Messages¶

This allows viewing the message requests and responses to and from the ML Service for the selected Machine Learning Configuration.

More details related to an application message can be viewed by selecting View Details for the application message.

Read more about Application Messages.

Test Connection¶

Test if the connection to the configured ML Service is working.

Database Task Schedules¶

This opens the Scheduled Database Tasks for the Machine Learning component.

The following schedules are available:

• Train Machine Learning Model - Train a Trainable Model
• Refresh Machine Learning Models - Refresh training status and model status
• Clean Up Machine Learning - Clean up Machine Learning logs

Read more about Scheduled Database Tasks.