How to predict sales based on customers data?

#1

Hi
i want to predict “electronics” sales based on database.
i would like to divide the forecast by gender;city,marriage,income.
thanks for the help.
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#2

Hi @assafb13 and welcome to the forum. I moved your post to the main KNIME Analytics Platform forum for better visibility.

Since you’re trying to make a numeric prediction, some kind of regression makes the most sense for this case. You could try the Linear Regression Learner node, or maybe the Simple Regression Tree Learner (example workflow on the KNIME Hub here).

Is this a problem you’re working on for a course, by chance? If so, do you mind sharing what course you’re taking and where?

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#3

If you want to compare several regression models I have put together a few to compare.

You could also work with the settings or use a auto machine learning approach.

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