Added sequential minimum optimization algorithm for SVM #508
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zqbake
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1:Use matplotlib show svm's partition boundary 2:Automatically download test dataset
zqbake
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Could we rename the file to something more helpful like sequential_minimum_optimization.py ? |
Fix filename typo error in doc. Use ternary conditional operator in predict()
poyea
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Thank you for your pull request!🤩
Glad to be helpful. |
…s#508) * Implementation of sequential minimal optimization algorithm * Update smo.py * Add demonstration of svm partition boundary 1:Use matplotlib show svm's partition boundary 2:Automatically download test dataset * Update smo.py * Update smo.py * Rename smo.py to sequential_minimum_optimization.py * Update doc and simplify the code. Fix filename typo error in doc. Use ternary conditional operator in predict() * Update doc.
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Hi, @zhqu1148980644 Sorry for commenting on closed PR. 🙇 In this PR, you've mentioned this link: http://web.cs.iastate.edu/~honavar/smo-svm.pdf, but the link is not working anymore. I tried to find the replacement link for it but could not find it hence, I removed it on PR #7319 Do you have the alternate link for it? |
No. |
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Sequential minimal optimization (SMO) is an algorithm for solving the quadratic programming (QP) problem that arises during the training of support vector machines. wiki