-
Notifications
You must be signed in to change notification settings - Fork 1.9k
Closed
Labels
AutoML.NETAutomating various steps of the machine learning processAutomating various steps of the machine learning process
Milestone
Description
PipelineSweeperMacro tries to infer the Purpose of the columns in the data-set, and then generates the parameter space to sweep over.
For several datasets, it infers the purpose incorrectly e.g. for some datasets, the PipelineSweeperMacro ended up using the label column as a feature. There is currently no way for the user to override this behavior.
The proposal is to add arguments to the PipelineSweeperMacro, corresponding to the intended purpose for a particular column. Purpose inference will be done only on columns which were not specified by the user.
Metadata
Metadata
Assignees
Labels
AutoML.NETAutomating various steps of the machine learning processAutomating various steps of the machine learning process