Update README.md

README.md

@@ -1,76 +1,12 @@
-# Text Classification Benchmark Leaderboard
-
-This project provides a **leaderboard** for evaluating **Text Classification** models. Users can upload their model predictions in a CSV format, compare performance metrics against ground truth datasets, and track submissions over time.
-
-## Features
-- **Dataset Selection:** Users can choose a dataset from predefined test sets.
-- **Submission Upload:** Supports CSV files with `file_name` and `label` columns.
-- **Automated Evaluation:** Calculates **Accuracy, Precision, Recall, and F1-score**.
-- **Leaderboard Tracking:** Stores and displays past experiments.
-- **Gradio Interface:** Simple and interactive web interface.
-
-## Requirements
-Ensure you have the following installed before running the project:
-
-```bash
-pip install gradio pandas sqlalchemy scikit-learn
-```
-
-## Setup & Usage
-
-1. **Clone the repository:**
-   ```bash
-   git clone https://github.com/nlp4bia-bsc/text-classification-leaderboard.git
-   cd text-classification-leaderboard
-   ```
-
-2. **Run the application:**
-   ```bash
-   python app.py
-   ```
-
-3. **Access the interface:**
-   The application runs locally. Open your browser and go to:
-   ```
-   http://127.0.0.1:7860/
-   ```
-
-## Submission Format
-Your submission file must be a **CSV** containing the following columns:
-
-| file_name | label  |
-|-----------|--------|
-| doc1.txt  | spam   |
-| doc2.txt  | ham    |
-| doc3.txt  | spam   |
-
-### Evaluation Metrics
-The system calculates:
-- **Accuracy**
-- **Precision (weighted)**
-- **Recall (weighted)**
-- **F1-score (weighted)**
-
-## Directory Structure
-```
-text-classification-leaderboard/
-│── testsets/               # Folder containing test datasets
-│── submissions.db          # SQLite database for storing results
-│── app.py                  # Main application script
-│── README.md               # Project documentation
-```
-
-## Future Improvements
-- Add support for multi-label classification.
-- Expand dataset compatibility with more formats.
-
-## License
-This project is licensed under the **MIT License**. Feel free to contribute and enhance it!
-
-## Contributing
-Pull requests are welcome! If you have suggestions or find issues, please open an issue on the repository.
-
----
-**Author:** Wesam Alnabki
-**GitHub:** [wesamalnabki](https://github.com/wesamalnabki)
-
+---
+title: Text Classification Leaderboard
+emoji: 🌍
+colorFrom: yellow
+colorTo: indigo
+sdk: gradio
+sdk_version: 5.18.0
+app_file: app.py
+pinned: false
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference