# shahidazam2020-oss/A-Comparative-Machine-Learning-Framework-for-Heart-Attack-Risk-Prediction-Using-Data-Preprocessing

<https://repo.masters-masters.com/en/repos/shahidazam2020-oss/A-Comparative-Machine-Learning-Framework-for-Heart-Attack-Risk-Prediction-Using-Data-Preprocessing>

[Home](https://repo.masters-masters.com/en) › [shahidazam2020-oss](https://repo.masters-masters.com/en/owners/shahidazam2020-oss) › [A-Comparative-Machine-Learning-Framework-for-Heart-Attack-Risk-Prediction-Using-Data-Preprocessing](https://repo.masters-masters.com/en/repos/shahidazam2020-oss/A-Comparative-Machine-Learning-Framework-for-Heart-Attack-Risk-Prediction-Using-Data-Preprocessing)

shahidazam2020-oss/A-Comparative-Machine-Learning-Framework-for-Heart-Attack-Risk-Prediction-Using-Data-Preprocessing has 135 stars on GitHub. Its RepoMasters…

| Field | Value |
| --- | --- |
| Owner | [shahidazam2020-oss](https://repo.masters-masters.com/en/owners/shahidazam2020-oss) |
| Stars | 135 |
| Forks | 2 |
| Language | [Jupyter Notebook](https://repo.masters-masters.com/en/languages/jupyter-notebook) |
| License | None |
| Created | 2026 |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [shahidazam2020-oss/A-Comparative-Machine-Learning-Framework-for-Heart-Attack-Risk-Prediction-Using-Data-Preprocessing](https://github.com/shahidazam2020-oss/A-Comparative-Machine-Learning-Framework-for-Heart-Attack-Risk-Prediction-Using-Data-Preprocessing) |

## Repository

This project presents a comparative machine learning framework for heart attack risk prediction using Python. It includes data preprocessing, feature engineering, SMOTE for class balancing, cross validation, and performance evaluation of multiple ML models.

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

## More repos by shahidazam2020-oss

- [shahidazam2020-oss/Deep-Learning-Model-for-Facial-Emotion-Classification · ★ 135 · Jupyter Notebook · Prototype](https://repo.masters-masters.com/en/repos/shahidazam2020-oss/Deep-Learning-Model-for-Facial-Emotion-Classification)
- [shahidazam2020-oss/A-Systematic-Literature-Review-of-Retrieval-Augmented-Generation-RAG-Models · ★ 134 · Prototype](https://repo.masters-masters.com/en/repos/shahidazam2020-oss/A-Systematic-Literature-Review-of-Retrieval-Augmented-Generation-RAG-Models)
- [shahidazam2020-oss/Digital-Image-Processing · ★ 125 · MATLAB · Prototype](https://repo.masters-masters.com/en/repos/shahidazam2020-oss/Digital-Image-Processing)
- [shahidazam2020-oss/SmartPhotoVision- · ★ 103 · Python · Prototype](https://repo.masters-masters.com/en/repos/shahidazam2020-oss/SmartPhotoVision-)

## Nearby in Jupyter Notebook

- [tzuyuan/point-to-pose · ★ 135 · Jupyter Notebook · Prototype](https://repo.masters-masters.com/en/repos/tzuyuan/point-to-pose)
- [datawhalechina/hello-gpu · ★ 135 · Jupyter Notebook · Prototype](https://repo.masters-masters.com/en/repos/datawhalechina/hello-gpu)
- [shahidazam2020-oss/Deep-Learning-Model-for-Facial-Emotion-Classification · ★ 135 · Jupyter Notebook · Prototype](https://repo.masters-masters.com/en/repos/shahidazam2020-oss/Deep-Learning-Model-for-Facial-Emotion-Classification)
- [fabianp/minirank · ★ 135 · Jupyter Notebook · Prototype](https://repo.masters-masters.com/en/repos/fabianp/minirank)
- [biocore/American-Gut · ★ 135 · Jupyter Notebook · Prototype](https://repo.masters-masters.com/en/repos/biocore/American-Gut)
- [PythonWorkshop/intro-to-tensorflow · ★ 135 · Jupyter Notebook · Prototype](https://repo.masters-masters.com/en/repos/PythonWorkshop/intro-to-tensorflow)

---
Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.