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 |