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Getting Started (Testing / Monitoring): most customers only use Schemas to facilitate testing and monitoring. To get started quickly with testing and monitoring, go to the “Getting Started” section.
Model Execution(ModelOp Runtime): for those using the ModelOp runtime for model execution (aka model scoring), please see “Model Execution” section
Advanced Features / Description: for more in-depth background on the ModelOp schema, see the “Advanced Features” section
Getting Started
Running the out-of-the-box ModelOp tests and monitors requires that the business model has an extended input schema. When a testing/monitoring job is created, the monitor’s init function accesses the extended input schema, and uses it to determine certain monitoring parameters, such as the names of the fields corresponding to specific roles (score, label, etc.)
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