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I’m working on a private project of prediction in 1vs1 sports. My neural community (MLP) have an precision of 65% (not great however it’s a great commence). I have 28 characteristics and I believe that some have an effect on my predictions. So I applied two algorithms mentionned within your article :

I had been thinking if I could Establish/coach A different design (say SVM with RBF kernel) utilizing the capabilities from SVM-RFE (wherein the kernel utilized can be a linear kernel).

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So, I counsel you repair the Recommended Reading textual content “You'll be able to see that RFE chose the the very best three characteristics as preg, pedi and age.”. When you increase the code underneath at the conclusion of your code you will see what I imply.

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It makes use of the design precision to discover which characteristics (and mixture of attributes) add quite possibly the most to predicting the goal attribute.

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