| 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. | |