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Svm not exists #9

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opened 2025-11-02 00:01:16 -05:00 by GiteaMirror · 1 comment
GiteaMirror commented 2025-11-02 00:01:16 -05:00
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Originally created by @xiyanxiyan10 on GitHub (Jan 24, 2019).

Why it is not contain of svm?

Originally created by @xiyanxiyan10 on GitHub (Jan 24, 2019). Why it is not contain of svm?
GiteaMirror commented 2025-11-02 00:01:17 -05:00
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@GokuMohandas commented on GitHub (Jan 24, 2019):

hey @xiyanxiyan10 , I decided not to include it because in many (not all) situations it offers similar performance to random forests. I've also noticed that RFs tend to perform better in multi-class situations whereas SVM outperforms RFs in binary cases. I wanted to cover these basic models quickly and focus on Pytorch/DNN so I decided to skip SVM for now. With that said, the concept behind SVMs is still great to be aware of.

@GokuMohandas commented on GitHub (Jan 24, 2019): hey @xiyanxiyan10 , I decided not to include it because in many (not all) situations it offers similar performance to random forests. I've also noticed that RFs tend to perform better in multi-class situations whereas SVM outperforms RFs in binary cases. I wanted to cover these basic models quickly and focus on Pytorch/DNN so I decided to skip SVM for now. With that said, the concept behind SVMs is still great to be aware of.
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Reference: github-starred/Made-With-ML#9
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