Table 1 Simple logistic regression model to classify dogs with hepatopathies and dogs in the combined control group compared to the clinicopathologically assigned groups. 93.8% samples were correctly assigned using 10-fold cross-validation and solely metabolomics data.

From: Metabolomic serum abnormalities in dogs with hepatopathies

Clinicopathologically assigned groups

Dogs, n

Groups assigned by machine learning

cPSS

HLEA

Controls

cPSS

24

23

0

1

HLEA

25

2

21

2

Controls

64

0

2

62