prathimacode-hub / ML-ProjectKart

πŸ™ŒKart of 232+ projects based on machine learning, deep learning, computer vision, natural language processing and all. Show your support by ✨ this repository.
https://prathimacode-hub.github.io/ML-ProjectKart/
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Marvel's Superhero Predicting Game #152

Open Manasi2001 opened 3 years ago

Manasi2001 commented 3 years ago

Hey LGM-SOC participant, great to have you here! πŸ˜€ Use this interesting dataset and try to build a game that is able to recognize the Marvel Superhero based on his/her various characteristics. Happy coding :)

vaibhavgupta2499 commented 3 years ago

Can you assign me this issue as LGMSOC21 participant ?

prathimacode-hub commented 3 years ago

Yes, let me know of your approach you would follow, algos you would go with and task you are choosing up. So that I could assign it accordingly. @vaibhavgupta2499

vaibhavgupta2499 commented 3 years ago

I am aiming to use multiple category classification. Will that suffice ? Also there are multiple datasets, so should I work on all of them ? My approach will be to first make each character (name) as a separate column, then input True/ False if that particular entry belongs to that character or not.

prathimacode-hub commented 3 years ago

It's upto your choice to choose single or mutiple dataset, yeah multiple category classification would be better as we can see the efficiency and compare the models. That's great. You can proceed. Issue assigned. @vaibhavgupta2499

prathimacode-hub commented 3 years ago

No update from you yet, It's been 12days since issue is assigned. @vaibhavgupta2499

vaibhavgupta2499 commented 3 years ago

@prathimacode-hub Mam, Please just give me one more day, I will surely complete the project by tomorrow.

prathimacode-hub commented 3 years ago

Ok. @vaibhavgupta2499

vaibhavgupta2499 commented 3 years ago

Mam, I have been able to make models for prediction, but the results are not so good. I have user two models, one is Decision Tree, and other is Logistic Regression. As there is only one instance of each class. Please see this file - https://github.com/vaibhavgupta2499/ColabWorks/blob/main/marvel_char.ipynb

prathimacode-hub commented 3 years ago

Is everything going fne? @vaibhavgupta2499

vaibhavgupta2499 commented 3 years ago

Yes Mam, working on the problems. Will update you with the details in a day or two. Thank you mam.

vaibhavgupta2499 commented 3 years ago

Mam, I have been working on the project, implemented different models, but the accuracy is Zero. Can you please help. The code is here - https://github.com/vaibhavgupta2499/ColabWorks/blob/main/marvel_char.ipynb

prathimacode-hub commented 3 years ago

It's because classes are not defined properly. Seems to be change in type of classes. Kindly check it. @vaibhavgupta2499

prathimacode-hub commented 3 years ago

Are you able to do it or not? As last date to merge PR's is tomorrow. If not done by tomorrow, I would have to remove the label. @vaibhavgupta2499

vaibhavgupta2499 commented 3 years ago

@prathimacode-hub Mam Please give me time till tomorrow. I will try my best to complete it by then.

prathimacode-hub commented 3 years ago

Ok, but I need to submit the report by evening. Make sure you do it before 4pm. @vaibhavgupta2499

vaibhavgupta2499 commented 3 years ago

@prathimacode-hub Mam Please un-assign me this, and assign me https://github.com/prathimacode-hub/ML-ProjectKart/issues/537

prathimacode-hub commented 3 years ago

Sorry to say, But time is up now. Team has winded it up. They did say no more PR's with respect to the program. No worries, I can assign you other issue but it won't be counted under LGMSOC program. If u r fine with it, I shall do. @vaibhavgupta2499

vaibhavgupta2499 commented 3 years ago

@prathimacode-hub No thank you. I will contribute to this repo, later, independently. It was nice working with you.

prathimacode-hub commented 3 years ago

@prathimacode-hub No thank you. I will contribute to this repo, later, independently. It was nice working with you.

Glad to know and same here. It's amazing to get associated with you both as a contributor and mentor. @vaibhavgupta2499