TABLE 3.
Percent contribution of each predictor output from final boosted regression trees for blacknose shark, blacktip shark, nurse shark, Atlantic sharpnose shark, bonnethead, and immature sharks
| Subgroup | Training data AUC | CV AUC Score ± SE | Marginal effect 1 | Marginal effect 2 | Marginal effect 3 | |||
|---|---|---|---|---|---|---|---|---|
| Variable | % | Variable | % | Variable | % | |||
| Blacknose shark | 0.991 | 0.942 ± 0.007 | Bottom Type | 29.4 | Temperature | 24.1 | DO | 18.9 |
| Blacktip shark | 0.999 | 0.977 ± 0.005 | Depth | 54.4 | Temperature | 13.4 | Bottom Type | 8.2 |
| Nurse shark | 0.998 | 0.958 ± 0.008 | Depth | 28.6 | Bottom Type | 21.9 | Temperature | 17.3 |
| Atlantic sharpnose shark | 0.998 | 0.961 ± 0.006 | Depth | 29.8 | Bottom Type | 21.3 | Temperature | 17.5 |
| Bonnethead | 0.999 | 0.978 ± 0.007 | Depth | 50.3 | Temperature | 19.0 | Middle Salinity | 11.5 |
| Immature sharks | 0.998 | 0.975 ± 0.003 | Depth | 35.3 | Bottom Type | 22.4 | Temperature | 14.7 |