A newer version of the Gradio SDK is available:
6.4.0
metadata
title: ESS Variable Classification
emoji: 📊
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
models:
- benjaminBeuster/xlm-roberta-base-ess-classification
ESS Variable Classification
Interactive demo for classifying European Social Survey (ESS) variables into subject categories.
Model
- Base: XLM-RoBERTa-Base
- Task: Multi-class text classification (19 categories)
- Accuracy: 83.8%
- F1-Score: 0.796 (weighted)
Usage
Enter any survey question or variable description to classify it into one of 19 ESS subject categories.