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amritbhanu / CSC722_Spam

CSC 722 Spam Classification
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report #1

Open amritbhanu opened 6 years ago

amritbhanu commented 6 years ago

@gui-rangel can you start on the report? And just check the results, i have done the preprocessing and feature extraction against few basic learners. ONe thing is left out, which is using smote.' Code Anything else we should do?

gui-rangel commented 6 years ago

Sure, will get started on it too

amritbhanu commented 6 years ago

have you created the latex document or something? Can you share?

gui-rangel commented 6 years ago

You wanna do it in latex or on regular google doc?

gui-rangel commented 6 years ago

Will get started on it this weekend, will also see if I can add a few extra methods

amritbhanu commented 6 years ago

i think latex would be better

gui-rangel commented 6 years ago

It would look better, but also harder to produce the 15+ pages he wants. We can try though, we can either use sharelatex or just put the latex project here

amritbhanu commented 6 years ago

we can choose 1 column article through latex which will get us to 15+ pages.

gui-rangel commented 6 years ago

Created the sharelatex doc and invited you, will keep writing on it throughout the day. I chose a relatively simple template, but don't fully love it so we might have to change to something else, let me know if you have any suggestions, and feel free to edit anything too.

Will try to add a few more learners to the ML class today too, since one is always predicting 0.

amritbhanu commented 6 years ago

gui, any update on the code and the report. We have got a lot to catch up.

amritbhanu commented 6 years ago

the ML which is predicting 0 might be due to class imbalance. Might need to use SMOTE like technique for balancing the class distribution

gui-rangel commented 6 years ago

Just updated the report with the introduction and the structure of the paper, and am also looking into applying some of the learners we saw in class this semester, which might be a little annoying

gui-rangel commented 6 years ago

Also, I'm having some trouble with the bibliography (I always f**cks me up), if you can figure it out just fix an instance there and I'll fix the rest. Gonna get started on the related work, so it's gonna be a mess of unreferenced citations

amritbhanu commented 6 years ago

just fixed it, i will work on some of those sections on sun, before that got some work to do. Ya literature survey is the big deal

amritbhanu commented 6 years ago

you were doing right just needed to add the bibliographystyle