README.md

metadata

title: Email Unsubscribe Classifier
emoji: 📧
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.19.0
app_file: app.py
pinned: false

Email Unsubscribe Classifier

This AI model classifies emails to determine if they are unsubscribe confirmations or important emails that should not be automatically processed.

Features

• Classifies emails as 'unsubscribe' or 'important'
• Provides confidence scores for predictions
• Based on fine-tuned DeBERTa-v3-small model
• Trained on 20,000 email samples

Usage

Simply paste your email content (including subject line) into the text box and click "Submit" to get a classification.

Model Performance

• Accuracy: 100% on test set
• F1 Score: 1.0 for both classes
• Model size: 552MB