SAVSNET/PetBERT-Tick-v2

Model Card for Model ID

PetBERT-Tick-v2 is a BERT-based binary classifier, fine-tuned to detect the presence ot ticks in veterinary electronic health records. It used PetBERT as it's base model, a model domain adapted from BERT-base using 5.1 millon veterinary electronic health records from dogs and cats.

Labels

• tick_absent (0)
• tick_present (1)

Model Performance

	precision	recall	f1-score	support
0	0.977	0.987	0.982	12001
1	0.957	0.927	0.942	3841
accuracy			0.972	15842
macro avg	0.967	0.957	0.962	15842
weighted avg	0.972	0.972	0.972	15842

Classification Threshold = 0.943