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Technocolabs100 / Stack-Overflow-Tag-Predictions

Tag Prediction from Stack Overflow Questions
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Multi-Label Classification #16

Open Technocolabs100 opened 3 years ago

Technocolabs100 commented 3 years ago

We can solve Binary and Multi-Class classification problems with the help of algorithms like Logistic Regression, Support Vector Machines, Random Forest, etc. So to solve the present Multi-Label classification we need to convert it into a binary or a multi-class classification. Imagine we have three questions with tags, The total set of labels are 4 (t1,t2,t3,t4). So now we can convert each question into a vector of size 4. Binary Vector Representation We can use CountVectorizer to convert all our tags into a binary vector.

avats-dev commented 3 years ago

Wouldn't it be better to use deep learning here, as it will give better non-linear boundaries that these traditional ML techniques? I am able to implement deep learning and I would love to contribute to this.

Technocolabs100 commented 3 years ago

Ok I will add you to these issues.

Anam118 commented 3 years ago

Hi @Technocolabs100 can I also do it using ml techniques as it is easy to interpret using simple machine learning model.If we will have both ml and dl model in the project ,the project will be more elaborative and easy to explain . If you permit for the same , I can create new issue and ask it for assigning.I would love to contribute to these projects.

Technocolabs100 commented 3 years ago

Hello Anam, Thanks for sharing your ideas! I will add you to this issue.

Anam118 commented 3 years ago

Thank you so much. Will surely provide a productive result.

On Fri 12 Mar, 2021, 11:52 AM Technocolabs, @.***> wrote:

Assigned #16 https://github.com/Technocolabs100/Stack-Overflow-Tag-Predictions/issues/16 to @Anam118 https://github.com/Anam118.

— You are receiving this because you were assigned. Reply to this email directly, view it on GitHub https://github.com/Technocolabs100/Stack-Overflow-Tag-Predictions/issues/16#event-4448956632, or unsubscribe https://github.com/notifications/unsubscribe-auth/AONMNSBXJG6DVMGO5XF7S5DTDGXKRANCNFSM4Y5CWSEA .

rk05-lenavo commented 3 years ago

I'm a GSSOC'21 participant kindly assign me this issue under GSSOC'21. I would love to work in this.

Technocolabs100 commented 3 years ago

@avats-dev Please let us know the working status on this issue as soon as possible

Anam118 commented 3 years ago

@Technocolabs100 where can I contact u to discuss regarding the work?