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Qlik AutoML: What is the Data Treatment option in ML experiments?

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KellyHobson
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Qlik AutoML: What is the Data Treatment option in ML experiments?

Introduction

 

 

During the 'Create' phase of an AutoML experiment, there is a section at the right hand pane called 'Data Treatment'.

ml_experiment_intial.png

 

 

This section tracks any Feature Type changes you make to your training dataset.

 

Example

 

I started the process of creating a ML experiment for the Ames housing dataset.

 

Then I changed 'Wood Deck SF' and 'Open porch SF' to Categorical instead of Numeric type under the 'Feature Type' column.

 

 

feature_selection.png

 ml_experiment_change.png

 

The result is these changes are now tracked in the Data Treatment section.

 

result.png

 

 


Environment

The information in this article is provided as-is and to be used at own discretion. Depending on tool(s) used, customization(s), and/or other factors ongoing support on the solution below may not be provided by Qlik Support.

 

Version history
Last update:
‎2022-10-05 11:25 AM
Updated by:
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