Table 1.

Human and NHP YF report models by covariate grouping.

Agriculture output (O)	Host covariates (H)	Agriculture seasonality (A)	Climate/vegetation seasonality (C)	Human report AUC	NHP report AUC	Both report AUC	Brier score	ID	Overall rank
1	0	0	0	0.80 (0.73–0.87)	0.78 (0.75–0.82)	0.73 (0.69–0.77)	0.019291	O	13
0	1	0	0	0.84 (0.78–0.90)	0.81 (0.78–0.84)	0.74 (0.70–0.78)	0.019051	H	11
1	1	0	0	0.86 (0.81–0.91)	0.84 (0.81–0.87)	0.78 (0.74–0.81)	0.019493	OH	15
0	0	1	0	0.76 (0.71–0.81)	0.84 (0.81–0.86)	0.69 (0.66–0.72)	0.019302	A	14
1	0	1	0	0.84 (0.79–0.89)	0.86 (0.83–0.89)	0.79 (0.76–0.82)	0.017762	OA	5
0	1	1	0	0.88 (0.84–0.92)	0.90 (0.89–0.92)	0.79 (0.76–0.82)	0.018576	HA	9
1	1	1	0	0.89 (0.85–0.94)	0.90 (0.89–0.92)	0.83 (0.80–0.86)	0.01708	OHA	2
0	0	0	1	0.85 (0.80–0.90)	0.86 (0.84–0.89)	0.70 (0.66–0.73)	0.019285	C	12
1	0	0	1	0.89 (0.85–0.93)	0.88 (0.86–0.90)	0.78 (0.75–0.81)	0.018159	OC	7
0	1	0	1	0.91 (0.88–0.95)	0.91 (0.89–0.93)	0.79 (0.76–0.82)	0.018399	HC	8
1	1	0	1	0.92 (0.89–0.95)	0.90 (0.88–0.93)	0.81 (0.78–0.84)	0.01784	OHC	6
0	0	1	1	0.87 (0.82–0.91)	0.88 (0.85–0.90)	0.77 (0.75–0.80)	0.018636	AC	10
1	0	1	1	0.90 (0.86–0.94)	0.89 (0.87–0.91)	0.82 (0.79–0.85)	0.01757	OAC	3
0	1	1	1	0.92 (0.89–0.96)	0.92 (0.90–0.94)	0.83 (0.80–0.86)	0.01772	HAC	4
1	1	1	1	0.93 (0.90–0.96)	0.92 (0.90–0.94)	0.84 (0.81–0.87)	0.01708	OHAC	1

The presence, 1, or absence, 0, of covariate groupings is shown with the corresponding out-of-sample AUC, Brier score and overall model rank. The best models according to Brier score are highlighted.