Table 3.
MAE on CBC test samples for short-term prediction tasks.
| Method | AR | LDS | GP | WAR | HDSGA | WLDS | HDSGL |
|---|---|---|---|---|---|---|---|
| WBC | 3.5072 ± 0.0103 | 3.3998 ± 0.0103 | 3.9007 ± 0.0111 | 3.4993 ± 0.0108 | 3.2973 ± 0.0108 | 3.4756 ± 0.0116 | 3.2170 ± 0.0116 |
| HCT | 3.4376 ± 0.0096 | 2.9078 ± 0.0093 | 3.6121 ± 0.0110 | 2.9608 ± 0.0087 | 2.7588 ± 0.0087 | 3.0218 ± 0.0097 | 2.8859 ± 0.0100 |
| HGB | 0.9972 ± 0.0021 | 0.9528 ± 0.0023 | 1.2865 ± 0.0042 | 0.9627 ± 0.0026 | 0.8617 ± 0.0026 | 0.8810 ± 0.0033 | 0.9227 ± 0.0033 |
| MCHC | 0.4098 ± 0.0010 | 0.4019 ± 0.0011 | 0.5384 ± 0.0015 | 0.4091 ± 0.0011 | 0.3687 ± 0.0011 | 0.3739 ± 0.0014 | 0.3129 ± 0.0014 |
| MCH | 0.5439 ± 0.0021 | 0.4911 ± 0.0021 | 0.6975 ± 0.0045 | 0.4998 ± 0.0021 | 0.4594 ± 0.0021 | 0.5148 ± 0.0042 | 0.4522 ± 0.0042 |
| MCV | 1.3327 ± 0.0057 | 1.2458 ± 0.0058 | 1.9629 ± 0.0125 | 1.2734 ± 0.0059 | 1.2330 ± 0.0059 | 1.2288 ± 0.0115 | 1.1729 ± 0.0115 |
| MPV | 0.4628 ± 0.0014 | 0.4122 ± 0.0014 | 0.6472 ± 0.0019 | 0.4213 ± 0.0014 | 0.3708 ± 0.0014 | 0.4066 ± 0.0019 | 0.3055 ± 0.0019 |
| PLT | 49.6031 ± 0.1156 | 43.4901 ± 0.1191 | 71.5818 ± 0.1603 | 45.0584 ± 0.1208 | 45.0584 ± 0.1208 | 40.8308 ± 0.1669 | 40.2046 ± 0.1669 |
| RBC | 0.3862 ± 0.0011 | 0.3685 ± 0.0011 | 0.4120 ± 0.0015 | 0.3670 ± 0.0013 | 0.3670 ± 0.0013 | 0.3346 ± 0.0013 | 0.2820 ± 0.0013 |
| RDW | 0.5036 ± 0.0010 | 0.4019 ± 0.0012 | 1.2055 ± 0.0043 | 0.4476 ± 0.0012 | 0.3971 ± 0.0012 | 0.4136 ± 0.0044 | 0.3751 ± 0.0044 |