Forecasting issue with AutoML

Question

Forecasting issue with AutoML

Yoann ALEZOT 0

I am trying to forecast points over a dataset. One of my column is "home", a column full of 0 or 1 (boolean). I receive the error of having only defined values at the end of the dataset for this column while it is false since I checked over it and I got a value (0 or 1) for each row of my dataset. This column is the only boolean type of my dataset.

Anyone has an idea on why I am receiving this error ? The tip to fix it is to remove the column but I am loosing key information for prediction later on...

Error message:

The dataset contains column(s) which have values only at the end of the dataset: ['home']. Please remove these column(s) and run the AutoML experiment again.

romungi-MSFT 49,096 Reputation points Microsoft Employee Moderator

2023-05-12T13:41:56.5133333+00:00

@Yoann ALEZOT For missing data AutoML custom featurization can fill the missing data so I don't think this is an issue if this is set. I have not come across the mentioned error before, is it possible to share the data to check what could be causing this?
Yoann ALEZOT 0 Reputation points

2023-05-15T10:55:36.7+00:00

Here is a sample of my dataset since it's too large to be fully uploaded.

It won't be recognized as boolean and the home column is named 'domicile' here in the example.

Thanks a lot for your answer

1 answer

Your answer

romungi-MSFT 49,096 Reputation points Microsoft Employee Moderator

2023-05-12T13:41:56.5133333+00:00

@Yoann ALEZOT For missing data AutoML custom featurization can fill the missing data so I don't think this is an issue if this is set. I have not come across the mentioned error before, is it possible to share the data to check what could be causing this?
Yoann ALEZOT 0 Reputation points

2023-05-15T10:55:36.7+00:00

Here is a sample of my dataset since it's too large to be fully uploaded.

It won't be recognized as boolean and the home column is named 'domicile' here in the example.

Thanks a lot for your answer

Answer 1

Yoann ALEZOT 0

Here is a sample of my dataset since it's too large to be fully uploaded.

It won't be recognized as boolean and the home column is named 'domicile' here in the example.

Thanks a lot for your answer

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Forecasting issue with AutoML

1 answer

Your answer