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.
