Table 4. Accuracy metrics for BRT models of Kyasanur Forest Disease distribution—2 km resolution.

	2 km without forest loss metrics			2 km with forest loss metrics
Metric	median	mean	s.d.	median	mean	s.d.
Number of trees	950	1095	545	950	1064	492
Total deviance	1.386	1.386	0.000	1.386	1.386	0.000
Residual deviance	0.299	0.323	0.161	0.290	0.313	0.155
Cross validation deviance (mean)	0.837	0.825	0.170	0.848	0.819	0.164
Cross validation deviance (standard error)	0.140	0.146	0.038	0.144	0.148	0.038
Training set correlation	0.938	0.930	0.043	0.945	0.934	0.040
Cross-validation correlation	0.731	0.723	0.090	0.727	0.721	0.088
Cross validation correlation (standard error)	0.072	0.074	0.025	0.075	0.078	0.029
Training set AUC	0.997	0.993	0.009	0.998	0.994	0.008
Cross validation AUC	0.900	0.900	0.048	0.900	0.897	0.051
Cross validation AUC (standard error)	0.041	0.042	0.015	0.044	0.045	0.017
Cross validation threshold	0.536	0.540	0.035	0.538	0.537	0.029