Table 2 Test set document classification evaluation results by ethnic heritage

From: Deep learning models can predict violence and threats against healthcare providers using clinical notes

Ethnic identification

# Patients

P

R

F1

Acc.

American Indian or Native Alaskan

5

1.0

0.75

0.86

0.8

Asian

6

0.0

0.0

0.0

0.5

Black or African American

15

1.0

0.7

0.82

0.8

Multiple

3

0.5

0.5

0.5

0.33

Native Hawaiian or Pacific Islander

1

0.0

0.0

0.0

0.0

White

81

0.76

0.79

0.77

0.78

  1. One test patient had an unknown ethnic heritage and was excluded.
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