A newer version of the Gradio SDK is available:
5.29.0
metadata
title: SVM ADR Severity Classifier 2
emoji: 🌍
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 5.25.2
app_file: app.py
pinned: false
ADR Severity Classifier
This is a binary text classification demo using a fine-tuned roberta-base model. It predicts whether an adverse drug reaction (ADR) is severe or not severe based on a short textual description.
Model
- Based on
roberta-base, fine-tuned on biomedical ADR descriptions - Prioritises high recall on severe cases (class 1)
Try it
Type or paste a drug reaction report (e.g., "Severe headache and shortness of breath after taking...") and the model will return probabilities for each class.
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference