| language: | |
| - en | |
| license: apache-2.0 | |
| base_model: distilbert-base-uncased | |
| tags: | |
| - polarys | |
| - text-classification | |
| - patrol-notes | |
| pipeline_tag: text-classification | |
| # POLARYS BERT Activity Classifier | |
| DistilBERT fine-tuned to classify Ermita PS-5 patrol activity notes into categories such as: | |
| - Presence | |
| - Assistance | |
| - Security Coverage | |
| - Oplan / Special Ops | |
| - Community Engagement | |
| - Clearing Operations | |
| - Custodial / Jail | |
| - Other Operations | |
| ## Intended use | |
| Analyze officer-submitted descriptive notes for activity categorization with confidence scores. | |
| Decision-support only — does not approve or modify reports. | |
| ## Training data | |
| Cleaned `POLARYS_DATASETS.csv` WHAT/REMARKS text mapped to normalized activity labels. | |