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Week 3 Day 2 Ex4 Optimize. #34

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eslopfer opened this issue Aug 18, 2022 · 2 comments
Open

Week 3 Day 2 Ex4 Optimize. #34

eslopfer opened this issue Aug 18, 2022 · 2 comments
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@eslopfer
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sklearn is not included in the libraries when setting up the environment in ex00.

Also for question2 the epoch 50 accuracy in my case is 90%, and checking Lee’s it's 85%, with the same code. Perhaps allow more margin for randomness?

brad-gh added a commit that referenced this issue Sep 1, 2022
Week 3 Day 2 Ex4 Optimize. #34
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brad-gh commented Sep 1, 2022

Yes, there's a random selection of the points to calculate the gradient. Have you scaled the data ? Even Decision Tree or SVM perform a very high accuracy on this dataset: https://ermlab.com/en/blog/data-science/breast-cancer-classification-using-scikit-learn-and-keras/

@brad-gh brad-gh mentioned this issue Sep 1, 2022
eslopfer pushed a commit that referenced this issue Oct 20, 2022
Week 3 Day 2 Ex4 Optimize. #34
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day12ex04.zip
Hi I attached the notebook. @brad-gh as far as my limited domain knowledge goes, I think it's being scaled could you kindly take a look?

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