BeeMachine model performance

Species	precision	recall	f1-score	Samples
Bombus affinis	0.9705	0.9741	0.9723	4055
Bombus appositus	0.9233	0.9121	0.9177	1650
Bombus ardens	0.7619	0.8819	0.8175	635
Bombus argillaceus	0.9712	0.9528	0.9619	530
Bombus auricomus	0.9574	0.9533	0.9553	6845
Bombus barbutellus	0.9130	0.7500	0.8235	140
Bombus beaticola	0.9200	0.9200	0.9200	125
Bombus bellicosus	0.9508	0.9831	0.9667	295
Bombus bicoloratus	0.9167	0.9167	0.9167	180
Bombus bifarius	0.7308	0.6786	0.7037	280
Bombus bimaculatus	0.9442	0.9376	0.9409	15705
Bombus bohemicus	0.8478	0.8540	0.8509	685
Bombus borealis	0.9562	0.9666	0.9613	5980
Bombus californicus	0.8541	0.9041	0.8784	4015
Bombus caliginosus	0.5667	0.6667	0.6126	255
Bombus campestris	0.9324	0.9554	0.9438	1010
Bombus centralis	0.8548	0.8757	0.8651	2655
Bombus citrinus	0.9439	0.9662	0.9549	4880
Bombus confusus	1.0000	0.8750	0.9333	120
Bombus consobrinus	0.9355	0.9158	0.9255	475
Bombus crotchii	0.9685	0.9358	0.9519	1480
Bombus cryptarum	0.8533	0.8348	0.8440	1150
Bombus dahlbomii	0.9516	1.0000	0.9752	590
Bombus deuteronymus	0.7963	0.9556	0.8687	225
Bombus distinguendus	0.9241	0.9012	0.9125	405
Bombus diversus	0.9730	0.9536	0.9632	755
Bombus ephippiatus	0.9449	0.9530	0.9489	1170
Bombus eximius	0.9000	0.8333	0.8654	270
Bombus fervidus	0.9499	0.9476	0.9487	8205
Bombus flavidus	0.8688	0.8930	0.8807	2150
Bombus flavifrons	0.8776	0.8692	0.8734	6765
Bombus fraternus	0.9704	0.9597	0.9650	1365
Bombus frigidus	0.7857	0.7857	0.7857	350
Bombus funebris	0.9635	0.9706	0.9670	680
Bombus griseocollis	0.9576	0.9582	0.9579	15315
Bombus haematurus	0.9375	0.8333	0.8824	180
Bombus honshuensis	0.8974	0.9722	0.9333	180
Bombus hortorum	0.9064	0.9181	0.9122	2320
Bombus hortulanus	0.9324	0.8846	0.9079	390
Bombus humilis	0.8856	0.8531	0.8690	1225
Bombus huntii	0.9308	0.9269	0.9289	7115
Bombus hypnorum	0.9654	0.9702	0.9678	9050
Bombus hypocrita	0.9298	0.8548	0.8908	310
Bombus ignitus	0.7308	0.8143	0.7703	350
Bombus impatiens	0.9587	0.9611	0.9599	15810
Bombus insularis	0.8768	0.8919	0.8843	2035
Bombus jonellus	0.8333	0.8333	0.8333	390
Bombus kirbiellus	0.9167	0.6111	0.7333	90
Bombus lapidarius	0.9690	0.9629	0.9660	9575
Bombus lapponicus	0.8824	0.7895	0.8333	95
Bombus lucorum	0.6674	0.7746	0.7170	1930
Bombus medius	0.8224	0.9167	0.8670	480
Bombus melanopygus	0.9641	0.9566	0.9604	14755
Bombus mesomelas	1.0000	0.8333	0.9091	90
Bombus mexicanus	0.8235	0.8750	0.8485	80
Bombus mixtus	0.9072	0.9126	0.9099	6750
Bombus monticola	0.8846	0.8846	0.8846	260
Bombus morio	0.8125	0.7222	0.7647	90
Bombus morrisoni	0.8559	0.9018	0.8783	560
Bombus muscorum	0.8667	0.8442	0.8553	385
Bombus nevadensis	0.9476	0.9510	0.9493	4180
Bombus occidentalis	0.8834	0.9381	0.9100	2020
Bombus opifex	0.9565	0.9167	0.9362	360
Bombus pascuorum	0.9773	0.9709	0.9741	15995
Bombus patagiatus	1.0000	0.8387	0.9123	155
Bombus pauloensis	0.8734	0.8846	0.8790	1170
Bombus pensylvanicus	0.9636	0.9673	0.9655	17125
Bombus perplexus	0.9274	0.9465	0.9368	7755
Bombus pratorum	0.9623	0.9575	0.9599	5995
Bombus pullatus	0.7368	0.6667	0.7000	105
Bombus pyrosoma	1.0000	1.0000	1.0000	105
Bombus quadricolor	0.9500	0.9048	0.9268	105
Bombus robustus	0.9062	0.9255	0.9158	470
Bombus rubicundus	0.9733	0.9605	0.9669	380
Bombus ruderarius	0.6833	0.8200	0.7455	250
Bombus ruderatus	0.8231	0.7985	0.8106	670
Bombus rufocinctus	0.9224	0.8827	0.9021	11170
Bombus rupestris	0.9041	0.9199	0.9119	1435
Bombus sandersoni	0.7000	0.5490	0.6154	255
Bombus schrencki	0.8511	0.8511	0.8511	470
Bombus semenoviellus	0.9286	0.8966	0.9123	145
Bombus sichelii	0.7714	0.8182	0.7941	165
Bombus sitkensis	0.7552	0.8000	0.7770	1350
Bombus soroeensis	0.7963	0.7288	0.7611	295
Bombus sporadicus	0.8636	0.8636	0.8636	110
Bombus subterraneus	0.8889	0.9032	0.8960	310
Bombus sylvarum	0.9534	0.9534	0.9534	1610
Bombus sylvestris	0.8485	0.7179	0.7778	195
Bombus sylvicola	0.7207	0.7692	0.7442	520
Bombus ternarius	0.9684	0.9575	0.9629	17775
Bombus terrestris	0.9530	0.9197	0.9361	14445
Bombus terricola	0.9665	0.9680	0.9672	6250
Bombus vagans	0.8588	0.9081	0.8828	6530
Bombus vancouverensis	0.9408	0.9408	0.9408	7860
Bombus vandykei	0.8143	0.8711	0.8418	1435
Bombus vestalis	0.9054	0.9710	0.9371	1035
Bombus veteranus	0.8333	0.9091	0.8696	330
Bombus vosnesenskii	0.9653	0.9500	0.9576	15690
Bombus wilmattae	0.9286	0.7647	0.8387	85
Bombus wurflenii	0.8571	0.6207	0.7200	145

Species	Precision	Recall	Error rate	F1-score	Num test images	Num training images
Bombus affinis	0.96	0.96	0.04	0.96	263	1035
B. appositus	0.88	0.90	0.10	0.89	162	715
B. auricomus	0.87	0.92	0.08	0.90	353	1369
B. bifarius	0.94	0.92	0.08	0.93	986	4037
B. bimaculatus	0.89	0.91	0.09	0.90	1089	4352
B. borealis	0.93	0.93	0.07	0.93	416	1621
B. caliginosus	0.55	0.68	0.32	0.61	34	109
B. centralis	0.80	0.88	0.12	0.84	318	1409
B. citrinus	0.86	0.92	0.08	0.89	227	911
B. crotchii	0.87	0.83	0.17	0.85	63	266
B. cryptarum	0.94	0.92	0.08	0.93	74	316
B. flavidus	0.78	0.83	0.17	0.81	197	742
B. fervidus	0.91	0.86	0.14	0.88	849	3430
B. flavifrons	0.86	0.84	0.16	0.85	730	3007
B. fraternus	0.83	0.96	0.04	0.89	70	315
B. frigidus	0.92	0.82	0.18	0.87	28	107
B. griseocollis	0.94	0.96	0.04	0.95	1389	5277
B. huntii	0.93	0.91	0.09	0.92	652	2427
B. impatiens	0.97	0.93	0.07	0.95	2020	7988
B. insularis	0.77	0.93	0.07	0.84	204	977
B. melanopygus	0.94	0.93	0.07	0.93	913	3575
B. mixtus	0.88	0.91	0.09	0.90	586	2409
B. morrisoni	0.89	0.92	0.08	0.91	52	211
B. nevadensis	0.95	0.93	0.07	0.94	380	1478
B. occidentalis	0.96	0.91	0.09	0.93	188	726
B. pensylvanicus	0.95	0.95	0.05	0.95	1172	4539
B. perplexus	0.91	0.93	0.07	0.92	468	1827
B. rufocinctus	0.85	0.77	0.23	0.81	789	3098
B. sandersoni	0.55	0.63	0.37	0.59	38	111
B. sitkensis	0.68	0.70	0.30	0.69	109	469
B. sylvicola	0.62	0.74	0.26	0.67	61	254
B. ternarius	0.94	0.95	0.05	0.94	1064	4453
B. terricola	0.94	0.94	0.06	0.94	360	1481
B. vagans	0.79	0.85	0.15	0.82	520	2152
B. vandykei	0.75	0.72	0.28	0.73	81	340
B. vosnesenskii	0.96	0.96	0.04	0.96	1051	4287