. Author manuscript; available in PMC: 2016 Sep 1.

Published in final edited form as: Artif Intell Med. 2014 Nov 6;65(1):5–18. doi: 10.1016/j.artmed.2014.10.005

Table 2.

MAE on CBC test samples for overall prediction tasks.

Method	AR	LDS	GP	WAR	HDSGA	WLDS	HDSGL
WBC	4.7941 ± 0.0027	4.6805 ± 0.0026	5.0235 ± 0.0025	4.6400 ± 0.0026	4.5390 ± 0.0026	4.5720 ± 0.0027	4.4710 ± 0.0027
HCT	3.6893 ± 0.0007	3.3925 ± 0.0007	3.4253 ± 0.0007	3.5431 ± 0.0007	3.5315 ± 0.0007	3.3271 ± 0.0007	3.2177 ± 0.0007
HGB	1.3218 ± 0.0004	1.1755 ± 0.0004	1.1208 ± 0.0004	1.3198 ± 0.0004	1.3171 ± 0.0004	1.1577 ± 0.0004	1.1348 ± 0.0004
MCHC	0.6012 ± 0.0004	0.5959 ± 0.0004	0.6724 ± 0.0004	0.5963 ± 0.0004	0.5458 ± 0.0004	0.5701 ± 0.0004	0.5297 ± 0.0004
MCH	0.9941 ± 0.0006	0.9091 ± 0.0007	1.1154 ± 0.0007	0.8480 ± 0.0006	0.7975 ± 0.0006	0.8033 ± 0.0007	0.7831 ± 0.0007
MCV	2.5619 ± 0.0012	2.3410 ± 0.0014	2.8034 ± 0.0018	2.0814 ± 0.0012	1.9804 ± 0.0012	2.0294 ± 0.0013	1.9284 ± 0.0013
MPV	0.9412 ± 0.0005	0.9029 ± 0.0005	1.1392 ± 0.0005	0.9059 ± 0.0005	0.8554 ± 0.0005	0.8406 ± 0.0005	0.7901 ± 0.0005
PLT	102.5242 ± 0.0587	92.2360 ± 0.0561	120.4928 ± 0.0665	103.6683 ± 0.0587	100.6288 ± 0.0587	88.9408 ± 0.0555	85.8991 ± 0.0555
RBC	0.4242 ± 0.0002	0.3812 ± 0.0002	0.4453 ± 0.0002	0.4168 ± 0.0002	0.3663 ± 0.0002	0.3362 ± 0.0002	0.3059 ± 0.0002
RDW	1.4216 ± 0.0010	1.3860 ± 0.0010	1.8794 ± 0.0010	1.3427 ± 0.0010	1.2417 ± 0.0010	1.3185 ± 0.0010	1.2174 ± 0.0010