Table 5. Confusion matrix for the 17 categories of the held-out set of images using the best hyperparameter configuration.

Rows and columns represent predicted and actual classes respectively.

	(1)	(2)	(3)	(4)	(5)	(6)	(7)	(8)	(9)	(10)	(11)	(12)	(13)	(14)	(15)	(16)	(17)
An. arabiensis * (1)	28	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
An. coluzzii * (2)	0	10	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
An. gambiae * (3)	0	0	17	0	0	1	0	0	0	0	0	0	0	0	0	0	0
An. gambiae * (4)	0	0	0	8	0	0	0	0	0	0	0	0	0	0	0	0	0
An. merus * (5)	0	0	0	0	7	0	0	0	0	0	0	0	0	0	0	0	0
An. funestus (6)	0	0	0	0	1	20	0	0	0	0	0	0	0	0	0	0	0
An. faurati (7)	0	0	0	0	0	0	9	0	0	0	0	0	0	0	0	0	0
An. minimus (8)	0	0	0	0	0	0	0	18	0	0	0	0	0	0	0	1	0
An. stephensi (dried) (9)	1	0	1	0	0	0	0	0	25	0	0	0	0	0	0	0	0
An. stephensi (10)	0	0	0	0	0	0	0	0	0	8	0	0	0	0	0	0	0
An. albimanus (11)	0	0	0	0	0	0	0	0	0	0	9	0	0	0	0	0	0
An. atroparvus (12)	0	0	0	0	0	0	0	0	0	0	1	6	0	0	0	0	0
An. freeborni (13)	0	0	0	0	0	0	0	0	0	0	0	0	15	0	0	0	0
An. quadrimaculatus (14)	0	0	0	0	0	0	0	0	0	0	0	0	0	8	0	0	0
Cu. quinquefasciatus (15)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	8	0	0
Cu. tarsalis (16)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	26	0
Ae. aegypti (17)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	33

(*) indicates that the species is a member of the Anopheles gambiae species complex.