HackHeritage26-threat-v7

HackHeritage26 Threat V7

Threat and intimidation perception model developed for the HackHeritage26 perception layer.

Model

This model fine-tunes Google's MuRIL (google/muril-base-cased) for binary threat/intimidation classification.

Labels:

• NOT_THREAT
• THREAT

The model is intended to provide a perception signal to the HackHeritage26 multimodal safety system. It is not a standalone decision-maker and should not be treated as a definitive assessment of whether a real-world threat exists.

Evaluation

Held-out test set:

• Accuracy: 96.15%
• Precision: 100.00%
• Recall: 92.31%
• F1: 96.00%

Test set size: 78 examples.

Confusion matrix:

                 Predicted
              NOT_THREAT  THREAT
Actual NOT       39         0
Actual THREAT     3        36