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Added Disease_prediction #694

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merged 4 commits into from
Jun 1, 2024
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Kyouma45
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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

according to the symptoms provided by the user, the model takes over 130 inputs to correct predict 40+  diseases  and gives prescriptions to the user based on the predicted disease.
The model has over 97.6% accuracy score.
@Kyouma45
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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
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@Kyouma45 Please add a detailed ReadMe.md file.

@Kyouma45
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I have done sir @Niketkumardheeryan. Please review.

@invigorzz313
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@Kyouma45 Consider adding details of your project workflow in the Readme.md file and make it more descriptive.

@Kyouma45
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@Niketkumardheeryan Done sir.

@Kyouma45
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@Niketkumardheeryan sir, I have updated the readme file. please review it.

@Kyouma45
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@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."

@invigorzz313 invigorzz313 added the level2 level2 label May 27, 2024
@Kyouma45
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Kyouma45 commented May 28, 2024

@invigorzz313 @Niketkumardheeryan Sir, Please review the request

@Kyouma45
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@Niketkumardheeryan Sir, Please review the PR.

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

@invigorzz313 invigorzz313 merged commit c6b55d6 into Niketkumardheeryan:master Jun 1, 2024
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Add Diseases Perdiction model which also gives prescriptions
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