https://github.com/binarybardakshat/madhu.ai
Madhu.AI is a user-friendly GUI application designed to predict an individual's diabetic status based on various health metrics utilizing a Support Vector Machine (SVM) model.
https://github.com/binarybardakshat/madhu.ai
diabetes-prediction machine-learning python
Last synced: 9 days ago
JSON representation
Madhu.AI is a user-friendly GUI application designed to predict an individual's diabetic status based on various health metrics utilizing a Support Vector Machine (SVM) model.
- Host: GitHub
- URL: https://github.com/binarybardakshat/madhu.ai
- Owner: BinaryBardAkshat
- Created: 2024-03-16T14:56:06.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-03-16T14:56:09.000Z (over 1 year ago)
- Last Synced: 2025-07-04T19:06:57.892Z (3 months ago)
- Topics: diabetes-prediction, machine-learning, python
- Language: Python
- Homepage:
- Size: 65.4 KB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Madhu.AI - Diabetes Predictor 💉
Madhu.AI is a user-friendly GUI application designed to predict an individual's diabetic status based on various health metrics utilizing a Support Vector Machine (SVM) model.
## Features
- Predicts diabetes status accurately based on input health metrics.
- Intuitive GUI developed with Tkinter for ease of use.
- Utilizes SVM algorithm, known for its effectiveness in classification tasks.
- Clear button provided to conveniently reset input fields for new predictions.
## Usage
1. Enter the following health metrics:
- Pregnancies
- Glucose level
- Blood Pressure
- Skin Thickness
- Insulin level
- BMI (Body Mass Index)
- Diabetes Pedigree Function
- Age
2. Click on the "Predict" button to obtain the prediction.
3. Use the "Clear" button to reset all input fields for new entries.
## Contributors
- Akshat Shukla (@binarybardakshat) - Creator
## License
This project is licensed under the [MIT License](https://opensource.org/licenses/MIT).