README.md

---
title: Shakespeare Authenticator
emoji: 🎭
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 5.49.1
app_file: app.py
pinned: false
---

# 🎭 Shakespeare Authenticator

Distinguish authentic Shakespearean text from modern imitations using AI.

## 🔍 How to Use

1. Enter any text in the input box
2. Click "Analyze Text" or press Enter
3. View the prediction and confidence scores

## 🤖 About the Model

- **Model**: Fine-tuned BERT for Shakespearean text classification
- **Training**: 400,000+ samples of Shakespeare vs modern dialogue
- **Accuracy**: ~85% on test data

## 📚 Examples

Try these Shakespearean classics:
- "To be or not to be, that is the question"
- "Friends, Romans, countrymen, lend me your ears" 
- "Shall I compare thee to a summer's day?"