Table 4.
Accuracies from the herd validation scenario of classification models
DL, % | GBM, % | |||
---|---|---|---|---|
Exact | 0.5-unit DEV | Exact | 0.5-unit DEV | |
Herd 1 | 46.8 | 91.2 | 43.6 | 86.8 |
Herd 2 | 49.5 | 93.0 | 46.1 | 92.5 |
Herd 3 | 38.3 | 87.4 | 35.9 | 81.4 |
DL = DeepLearning, GBM = Gradient Boosting Machine, Exact = exact score, DEV = deviation.