Table 6 Model interpretability with anchor.

From: Prediction of birthweight with early and mid-pregnancy antenatal markers utilising machine learning and explainable artificial intelligence

Instance

Patient prediction

Anchor condition

Precision

Coverage

1

Very low weight

Parity <  = 0.11 AND BMI <  = 24.20

0.65

0.30

2

Very low weight

Parity <  = 0.00 AND BMI <  = 24.20

0.63

0.27

3

Low weight

Parity <  = 0.11 AND Height > 153.22

0.73

0.26

4

Low weight

HC <  = 172.00 AND Height <  = 148.56

0.77

0.16

5

Low weight

Parity <  = 0.00 AND CRL > 64.00

0.74

0.12

6

Low weight

Parity <  = 0.00 AND HC > 175.00

0.76

0.11

7

Low weight

Height > 157.09 AND HbA1C <  = 5.21

0.68

0.12

8

Normal

Height > 153.22 AND HbA1C <  = 5.10

0.69

0.14

9

Normal

Parity <  = 0.00 AND Height > 153.22

0.74

0.24

10

Normal

Height > 157.09 AND CRL > 64.00

0.80

0.06

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