Does AutoML function do Imbalanced Data Handling and Feature Scaling?

[Squirrel]

Hi together :),

I am working on an imbalanced mulitclass classification dataset. Using the AutoML function inside Alteryx Designer I was wondering:

1. Does the AutoML function treat imbalanced data? And if so how (Oversampling, Undersampling, Weighting)?

2. Does the AutoML function scale/standardize numerical data?

I would really appreciate your help/comments on this!

Thank you very much in advance!

[rkapoor]

@Squirrel you should be able to do this with the Classification block as part of the Intelligence Suite Machine Learning for the oversampling/undersampling:

http://downloads.alteryx.com/betawh_xnext/ToolCategories/MachineLearning.htm
http://downloads.alteryx.com/betawh_xnext/MachineLearning/MLClassification.htm

Have a look at how you can leverage the Machine Learning tools to standardise your data with the Data Health, Build Features, Transformation tools, etc

Let me know how you get on.