New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

💡[Feature]: Add Maternal Health Risk Prediction #308

Closed

4 tasks done

kosuri-indu opened this issue Jul 21, 2024 · 2 comments

Closed

4 tasks done

💡[Feature]: Add Maternal Health Risk Prediction #308

kosuri-indu opened this issue Jul 21, 2024 · 2 comments

Labels

Contributor

kosuri-indu commented Jul 21, 2024 •

edited

Loading

Is there an existing issue for this?

I have searched the existing issues

Feature Description

I want to add the maternal health risk prediction model

The dataset contains:

Age: Age of pregnant women.
SystolicBP: Upper value of Blood Pressure in mmHg
DiastolicBP: Lower value of Blood Pressure in mmHg
BS: Blood glucose levels in mmol/L.
HeartRate: Heart rate in beats per minute.
Risk Level: Predicted Risk Intensity Level during pregnancy.

Built the prediction model using various machine learning model

KNN
Random Forest
Support Vector Machine
Decision Tree Classifier
XG Boost
Used GridSearchCV for hyperparameter tuning

Priority

High

Record

I have read the Contributing Guidelines
I'm a GSSOC'24 contributor
I want to work on this issue

kosuri-indu added the enhancement label

Contributor Author

kosuri-indu commented Jul 21, 2024

@TAHIR0110
Please assign this issue to me :)
Thank you

Contributor

RajKhanke commented Jul 22, 2024

@kosuri-indu this issue is already assigned to me #262 , you may try a different one .

kosuri-indu closed this as completed

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment