Allow Properties Shared by Multiple Items to be Edited In a Single Place
If I select several items in an Azure ML Studio experiement that all share a common property, I should be able to set that property in one place - once - and not have to edit each item separately.
A huge portion of what data scientist are doing in an experiment is trying out different classification algorithms, training them, scoring them, and evaluating and comparing results. This makes for a lot of repetitive, monotonous work. And it means we have to do exactly the same edits (like setting a dependent variable) across a bunch of different items.
There's no reason we should have to do this. We should be able to drag in a bunch of cross-validation (and/or training) items, connect them to different classification items, and then select them all and specify a column, the dependent variable, just once across all the items that share this property.
There is another suggestion titled "AzureML should support to open multiple experiments in terms of tabs/pages simultaneously" that I think is related, but my common-property solution will also help with the problem this person is addressing.
Hi Azure Customer,
Thank you for your feedback here. Your feedback has been forwarded to engineering team and is currently under review.
We will get back to you soon once we have any update.
Thank you for your understanding.
Azure CXP Community
Meng Tang commented
Thanks for the great feedback. We will add this in the "visual interface" in Azure Machine Learning service. For current ML Studio, we don't have plan to add this capability.