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 |