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how to proceed with correlated features? really should We modify them to a little something new? a combination possibly? how does it impact our modeling and prediction? appreciated should you direct me into some resources to check and obtain it out.
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I’m engaged on a personal project of prediction in 1vs1 athletics. My neural network (MLP) have an accuracy of sixty five% (not awesome but it’s a fantastic get started). I have 28 capabilities And that i think that some have an impact on my predictions. So I applied two algorithms mentionned inside your article :
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How can I am aware which element is a lot more significant with the model if you can find categorical options? Is there a technique/method to work out it right before just one-scorching encoding(get_dummies) or the best way to estimate just after 1-incredibly hot encoding When the model is just not tree-based?
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