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Niketkumardheeryan / ML-CaPsule

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.
MIT License
334 stars 296 forks source link

Added Disease_prediction #694

Closed Kyouma45 closed 1 month ago

Kyouma45 commented 1 month ago

According to the symptoms provided by the user, the model takes over 130 inputs to predict 40+ diseases correctly and gives prescriptions to the user based on the expected disease. The model has over 97.6% accuracy score. Fixes #661

Kyouma45 commented 1 month ago

Sir @Niketkumardheeryan,

Input consists of 133 different symptoms. image

Output is one of the 40 Diseases. image

With accuracy over 97.6%. image

I have integrated the model with LLM to provide prescriptions.

Example: image

invigorzz313 commented 1 month ago

@Kyouma45 Please add a detailed ReadMe.md file.

Kyouma45 commented 1 month ago

I have done sir @Niketkumardheeryan. Please review.

invigorzz313 commented 1 month ago

@Kyouma45 Consider adding details of your project workflow in the Readme.md file and make it more descriptive.

Kyouma45 commented 1 month ago

@Niketkumardheeryan Done sir.

Kyouma45 commented 1 month ago

@Niketkumardheeryan sir, I have updated the readme file. please review it.

Kyouma45 commented 1 month ago

@Niketkumardheeryan sir, Sorry to disturb you repeatedly, but I have finished working on the task. Please review the PR. Also, please sir can you add level label as well on both issue #661 and PR #694 I apologize for asking for it numerous times but the Program Manager posted this,

"We are in the final stage of leaderboard updates. I noticed few things PA's not mentioned lables on PR. like gssoc, level1, level2, level3 gssoc24,GSSoC'24, gssoc These are the labels. with level1,level2, level3 recommended to use gssoc. Make sure this is assigned to issues and PR as well."

Kyouma45 commented 1 month ago

@invigorzz313 @Niketkumardheeryan Sir, Please review the request

Kyouma45 commented 1 month ago

@Niketkumardheeryan Sir, Please review the PR.

sanjay-kv commented 1 month ago

@invigorzz313 Why this is pending for a long, please let contributor if anything need to be done.