Milestone 1 Review about 522_ramen HOT 4 OPEN

@mohamad-amin Hey, thank you for the feedback. It is really helpful.

I think your idea is very clear. Just one question, I am not sure if I understand this word clearly.
"Why do you use logistic regression if you are facing a classification problem?" Although logistic regression has a name ending with the word 'regression', it is actually not a regression. Because it has a Softmax in the final layer and turns the algorithm into a binary classification algorithm. So do you mean we should try other classification algorithms besides LR, or you don't think LR is a good algorithm for classification? Thanks

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Hey, sorry isn't your problem inherently a regression problem? (Ramens' rating)
I assumed it would be a numerical rating, am I wrong?

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Yeah, finally we changed it into a binary classification. Maybe we can state it more clearly in the summary

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Hi @mohamad-amin!

Re: Comment 5: Pandas-profiling does not render in the ipynb file and only exports in HTML and JSON. Pandas-profiling to_file documentation. I understand it's not ideal, as the HTML does not render in github because it's interactive, but the file is easily downloadable and you can open it in browser. It doesn't print nicely to PDF either because we considered uploading the PDF of the EDA as well.

What would be your recommendation for rendering pandas-profiling reports?

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