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GokuMohandas / Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.
https://madewithml.com
MIT License
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Svm not exists #128

Closed xiyanxiyan10 closed 5 years ago

xiyanxiyan10 commented 5 years ago

Why it is not contain of svm?

GokuMohandas commented 5 years ago

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.