Stage ports
Input port
The input stage must be the data source that contains the principal components for your model.
Output ports
Output is captured by the Machine Learning Model Management tool. The optional output ports allow you to pass output to subsequent stages in a workflow.
- Model score port
- Use this port to capture model scores independent of the Machine Learning Model Management tool.
- Model metrics port
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The optional model metrics port lets you output the model assessment metrics to a data file. This helps compare many models generated from within and outside of Spectrum Technology Platform and perform other data processing tasks on the metrics. This port's functionality is determined by input and configuration of basic and advanced options in the stage settings.