Forecasting issue with AutoML

Yoann ALEZOT 0 Reputation points
2023-05-11T09:24:21.18+00:00

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.

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,563 questions
Azure Data Science Virtual Machines
Azure Data Science Virtual Machines
Azure Virtual Machine images that are pre-installed, configured, and tested with several commonly used tools for data analytics, machine learning, and artificial intelligence training.
67 questions

1 answer

Sort by: Most helpful
Most helpful Newest Oldest
  1. Yoann ALEZOT 0 Reputation points
    2023-05-15T09:32:23.8666667+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

    0 comments