README.md
"""
title: League of Legends Champion Predictor emoji: 🎮 colorFrom: blue colorTo: red sdk: gradio sdk_version: 4.19.2 app_file: app.py pinned: false
League of Legends Champion Prediction
This Gradio app predicts the final champion pick in a League of Legends game based on the current team composition.
Features
- Player statistics lookup
- Recent match history display
- Champion prediction based on current team composition
- Interactive interface with champion selection dropdowns
Usage
- Enter player name
- Click "Show Stats" to view player statistics
- Select 9 champions using the dropdowns
- Click "Predict" to get the prediction for the final champion
Model
This app uses an XGBoost model trained on League of Legends match data to predict the final champion pick. """