Machine Learning studio Data Labeling Dataset

Question

Machine Learning studio Data Labeling Dataset

hernandoZ 46

Hi ,

I have a have a dataset from the labelled data using the ML Data Labeling tool , my question is how can use the dataset to train a model ? , I tried Automated ML but I cannot make ant connection with the dataset .

Thanks for your help.

romungi-MSFT 48,906 Reputation points Microsoft Employee Moderator

2021-06-08T10:32:59.91+00:00

@hernandoZ While creating an automl experiment you should see the option to add your data through web, local files, datastores or open datasets.

You can register your dataset in the datastore that is created with your Azure ML workspace or add another datastore from any of the following options.

If you have already tried these scenarios it would be easier to recommend if you could provide more details of the steps followed along with any errors you might have seen.
hernandoZ 46 Reputation points

2021-06-08T16:59:33.497+00:00

Hi @romungi-MSFT , I did that but I get this error

The training dataset 'training_data' has 0 usable records (i.e. those which are not NaN or None), which is less than the minimum required training sample size of 50. Consider adding more data points to ensure better model accuracy.

I also try the Designer but I am not able to make any connections.

Thanks
romungi-MSFT 48,906 Reputation points Microsoft Employee Moderator

2021-06-09T05:09:03.927+00:00

@hernandoZ I think the issue is with the dataset itself because it cannot be used with the values. Could you please review the values and check if they can be usable. You can check any of the sample datasets from machine learning designer i.e drag and drop them from datasets on the left to the pane and right click on them visualize the data.

Also, are these image files in the dataset? If that is the case you cannot visualize them in the designer. Thanks.
hernandoZ 46 Reputation points

2021-06-09T07:53:58.523+00:00

Hi @romungi-MSFT .

I just exported a new dataset from the Data Labeling project, when I visualized the data in the designer something is wrong , there is not data .

But when I query the data in python I can see data .

This a view from the dataset

Any ideas what is wrong, I just want to export the data form the labeling tool and build some models on the designer .

Thanks for your help.

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romungi-MSFT 48,906 Reputation points Microsoft Employee Moderator

2021-06-08T10:32:59.91+00:00

@hernandoZ While creating an automl experiment you should see the option to add your data through web, local files, datastores or open datasets.

You can register your dataset in the datastore that is created with your Azure ML workspace or add another datastore from any of the following options.

If you have already tried these scenarios it would be easier to recommend if you could provide more details of the steps followed along with any errors you might have seen.
hernandoZ 46 Reputation points

2021-06-08T16:59:33.497+00:00

Hi @romungi-MSFT , I did that but I get this error

The training dataset 'training_data' has 0 usable records (i.e. those which are not NaN or None), which is less than the minimum required training sample size of 50. Consider adding more data points to ensure better model accuracy.

I also try the Designer but I am not able to make any connections.

Thanks
romungi-MSFT 48,906 Reputation points Microsoft Employee Moderator

2021-06-09T05:09:03.927+00:00

@hernandoZ I think the issue is with the dataset itself because it cannot be used with the values. Could you please review the values and check if they can be usable. You can check any of the sample datasets from machine learning designer i.e drag and drop them from datasets on the left to the pane and right click on them visualize the data.

Also, are these image files in the dataset? If that is the case you cannot visualize them in the designer. Thanks.
hernandoZ 46 Reputation points

2021-06-09T07:53:58.523+00:00

Hi @romungi-MSFT .

I just exported a new dataset from the Data Labeling project, when I visualized the data in the designer something is wrong , there is not data .

But when I query the data in python I can see data .

This a view from the dataset

Any ideas what is wrong, I just want to export the data form the labeling tool and build some models on the designer .

Thanks for your help.

Answer 1

romungi-MSFT 48,906 Microsoft Employee Moderator

@hernandoZ I can confirm that using labeling data in the designer is currently not supported. This is however part of the roadmap in the future releases of designer. You can consume the data with the SDK as mentioned above.

hernandoZ 46 Reputation points

2021-06-09T12:09:02.107+00:00

Ok cool , where is the SDK ?

Thanks
romungi-MSFT 48,906 Reputation points Microsoft Employee Moderator

2021-06-09T12:46:15.443+00:00

I think you used the SDK to consume the data as mentioned in the earlier comment using python. More details of the SDK can be found here.
hernandoZ 46 Reputation points

2021-06-09T12:55:33.027+00:00

any ideas when this will be added? can I access the roadmap.

Thanks for your help .
romungi-MSFT 48,906 Reputation points Microsoft Employee Moderator

2021-06-10T05:54:34.93+00:00

The releases and new features will be announced on the updates page here.

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Machine Learning studio Data Labeling Dataset

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