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IntegratedML Commands (SQL)

SQL commands used to create, modify, and delete a machine learning predictive model.

Supported Aggregate Functions

IntegratedML is a feature within InterSystems IRIS® which allows you to use automated machine learning functions directly from SQL to create and use predictive models. Refer to Using IntegratedML for further information.

The following SQL commands are provided to support IntegratedML predictive models:

  • ALTER ML CONFIGURATION

  • ALTER MODEL

  • CREATE ML CONFIGURATION

  • CREATE MODEL

  • DROP ML CONFIGURATION

  • DROP MODEL

  • SET ML CONFIGURATION

  • TRAIN MODEL

  • VALIDATE MODEL

Once a model has been created and trained, the following IntegratedML SQL functions can be used to return predictive information within a standard InterSystems SQL query:

  • PREDICT

  • PROBABILITY


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