Table 4.
Data transformation | Species | Explanatory variables | Deviance explained (%) | VIF | AC | AUC | Accuracy (%) | Precision (%) |
---|---|---|---|---|---|---|---|---|
Logit_mean | Anchovy | AOs3 * | 48.44 | 2.02 | No | 0.921 | 36.36 | 75.00 |
EAw2 * | 2.02 | |||||||
Logit_mean | Sardine | NAO2_sq # | 55.13 | 1.04 | No | 0.932 | 42.42 | 85.71 |
EAs_sq # | 1.04 | |||||||
Logit_cp | Anchovy | EA3 ** | 22.66 | – | No | 0.805 | 54.54 | 66.67 |
Logit_cp | Sardine | NAOs2 * | 51.66 | 1.46 | No | 0.912 | 45.45 | 93.33 |
AOw1_sq * | 1.40 | |||||||
EAs3_sq * | 1.22 |
Asterisks indicate a significance level of 0.001 (**), 0.01 (*), and 0.05 (#)
VIF variance inflation factor, AC autocorrelation, AUC area under the curve, AO Arctic Oscillation, EA East Atlantic pattern