startMlLabelingSetGenerationTaskRun
Starts the active learning workflow for your machine learning transform to improve the transform's quality by generating label sets and adding labels.
When the StartMLLabelingSetGenerationTaskRun
finishes, Glue will have generated a "labeling set" or a set of questions for humans to answer.
In the case of the FindMatches
transform, these questions are of the form, “What is the correct way to group these rows together into groups composed entirely of matching records?”
After the labeling process is finished, you can upload your labels with a call to StartImportLabelsTaskRun
. After StartImportLabelsTaskRun
finishes, all future runs of the machine learning transform will use the new and improved labels and perform a higher-quality transformation.