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. 2021 Oct 26;11(22):16055–16069. doi: 10.1002/ece3.8277

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