---
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.