Colony_season | Number of trees | Training set size | Variables excluded | AUC | Deviance |
---|---|---|---|---|---|
HD_AFS winter | 500,000 | 5000 | Frontal region | 0.96 | 0.50 |
HD_AFS summer | 329,440 | 5000 | Frontal region | 0.97 | 0.32 |
HD_SAFS winter | 499,400 | 5000 | Frontal region | 0.96 | 0.54 |
HD_SAFS summer | 160,000 | 2000 | Frontal region | 0.93 | 0.67 |
LD_SAFS winter | 500,000 | 5000 | Frontal region | 0.97 | 0.44 |
LD_SAFS summer | 205,060 | 2000 | Frontal region | 0.93 | 0.68 |