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what to do with correlated features? should we change them to anything new? a mix it's possible? How can it affect our modeling and prediction? appreciated when you immediate me into some sources to study and come across it out.
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Right before undertaking PCA or feature variety? In my situation it's taking the feature Along with the max benefit as crucial function.
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The scikit-discover library delivers the SelectKBest class that can be made use of with a suite of various statistical exams to pick a certain quantity of capabilities.
My assistance is to test anything you are able to imagine and see what presents the most beneficial results on your own validation dataset.
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