Table 2 The confusion matrix of the best Light Gradient Boosting (LGB) model when CWD Prediction Web App predictions were compared against on-the-ground surveillance in white-tailed deer in the season-year 2020–21.
From: Predicting chronic wasting disease in white-tailed deer at the county scale using machine learning
Model predictions | |||
|---|---|---|---|
CWD-non detect | CWD-positive | ||
On-the-ground surveillance | CWD-non detect | True negative | False positive |
70% (946/1,356) | 24% (325/1,356) | ||
CWD-positive | False negative | True positive | |
1% (15/1,356) | 5% (70/1,356) | ||
