Explanations are not available from Models page in the Azure ML studio

Question

Explanations are not available from Models page in the Azure ML studio

Bharath Kumar Loganathan 46

I am trying to view the explanations from Models tab in Azure ML studio, but it is empty. The model was created from AutoML pipeline using azure-python-sdk V1.

I want to know what I can do so that explanations can appear when we go to Model details page.

Model page below:

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User's image

Explanation page:

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User's image

romungi-MSFT 48,906 Reputation points Microsoft Employee Moderator

2023-01-25T17:55:18.4466667+00:00

Bharath Kumar Loganathan I think you can view your explanations locally since by default explanations are enabled after SDK v1.0.85, model_explainability=True by default. In SDK version 1.0.85 and earlier versions users need to set model_explainability=True in the AutoMLConfig object in order to use model interpretability.

If you need to view them in the studio you need complete the remote interpretability steps (uploading generated explanations to Azure Machine Learning Run History), you can view the visualizations on the explanations dashboard in Azure Machine Learning studio.
Bharath Kumar Loganathan 46 Reputation points

2023-01-26T03:11:58.0533333+00:00

Yes, we can see the explanations when go into for AutoML job and click the explanations, but I want to view the explanations when I click the "Models" tab and select the model that was created by AutoML job, and then when I click explanations tab from there, the model's explanation should be visible. I want to know how to do this using azure-python-sdk v1.
romungi-MSFT 48,906 Reputation points Microsoft Employee Moderator

2023-01-30T14:09:53.4833333+00:00

The documentation mentions that it should be possible to see on the Models page too but if the model is registered as per the steps mentioned on this page.

But, this seems to support only v2 version CLI and SDK though.

Your answer

romungi-MSFT 48,906 Reputation points Microsoft Employee Moderator

2023-01-25T17:55:18.4466667+00:00

Bharath Kumar Loganathan I think you can view your explanations locally since by default explanations are enabled after SDK v1.0.85, model_explainability=True by default. In SDK version 1.0.85 and earlier versions users need to set model_explainability=True in the AutoMLConfig object in order to use model interpretability.

If you need to view them in the studio you need complete the remote interpretability steps (uploading generated explanations to Azure Machine Learning Run History), you can view the visualizations on the explanations dashboard in Azure Machine Learning studio.
Bharath Kumar Loganathan 46 Reputation points

2023-01-26T03:11:58.0533333+00:00

Yes, we can see the explanations when go into for AutoML job and click the explanations, but I want to view the explanations when I click the "Models" tab and select the model that was created by AutoML job, and then when I click explanations tab from there, the model's explanation should be visible. I want to know how to do this using azure-python-sdk v1.
romungi-MSFT 48,906 Reputation points Microsoft Employee Moderator

2023-01-30T14:09:53.4833333+00:00

The documentation mentions that it should be possible to see on the Models page too but if the model is registered as per the steps mentioned on this page.

But, this seems to support only v2 version CLI and SDK though.

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Explanations are not available from Models page in the Azure ML studio

Your answer