Table 2. Separability between the negative and positive classes among the three datasets: Albert Einstein Hospital (HAE), Fleury Group (FLE), and Sírio-Libanês Hospital (HSL).
The measurements use the D statistic from the two samples Kolmogorov–Smirnov test and the Bhattacharyya Distance (BD). Results discussed in the main text are in bold. The last two columns show the Kruskal–Wallis H test (KW) together with its p-value, to compare the variables distributions for the three centers, regardless of the outcome. In this case, results rejecting the Null Hypothesis that data belongs to the same distribution are in bold.
| Dataset | HAE | Fleury | HSL | |||||
|---|---|---|---|---|---|---|---|---|
| Metric | D | BD | D | BD | D | BD | KW | p-value |
| Basophils | 0.443474 | 0.1093475 | 0.398323 | 0.1239094 | 0.55301 | 0.1287230 | 117.02 | 0.0 |
| Basophils# | 0.261855 | 0.0444302 | 0.266960 | 0.0726225 | 0.51341 | 0.0608966 | 110.27 | 0.0 |
| Eosinophils | 0.364556 | 0.1221014 | 0.375792 | 0.0251153 | 0.40357 | 0.0643121 | 81.37 | 0.0 |
| Eosinophils# | 0.277567 | 0.0796526 | 0.291354 | 0.0214845 | 0.25447 | 0.0534425 | 64.08 | 0.0 |
| Hematocrit | 0.046150 | 0.0013166 | 0.066184 | 0.0009195 | 0.21868 | 0.1026450 | 69.75 | 0.0 |
| Hemoglobin | 0.044774 | 0.0013781 | 0.046446 | 0.0008058 | 0.22465 | 0.0750943 | 29.04 | 0.0 |
| Leukocytes | 0.333118 | 0.0479674 | 0.264275 | 0.0523979 | 0.38386 | 0.0390140 | 197.68 | 0.0 |
| Lymphocytes | 0.369636 | 0.0627853 | 0.255698 | 0.0615829 | 0.37673 | 0.4035528 | 141.34 | 0.0 |
| Lymphocytes# | 0.120357 | 0.0053703 | 0.079417 | 0.0048503 | 0.21189 | 0.0285911 | 187.50 | 0.0 |
| MCH | 0.040136 | 0.0014844 | 0.129213 | 0.0033433 | 0.13320 | 0.0467845 | 7.46 | 0.024 |
| MCHC | 0.061690 | 0.0023295 | 0.087915 | 0.0007333 | 0.24138 | 0.0265250 | 511.26 | 0.0 |
| MCV | 0.025520 | 0.0011544 | 0.112824 | 0.0033957 | 0.12624 | 0.0055598 | 118.32 | 0.0 |
| MPV | 0.085494 | 0.0044252 | 0.103647 | 0.0019528 | 0.39413 | 0.0611329 | 77.42 | 0.0 |
| Monocytes | 0.137388 | 0.0097614 | 0.084245 | 0.0007295 | 0.50712 | 0.2983040 | 68.42 | 0.0 |
| Monocytes# | 0.212097 | 0.0395842 | 0.253870 | 0.0659478 | 0.28661 | 0.0475931 | 26.77 | 0.0 |
| Neutrophils | 0.208235 | 0.0170758 | 0.207523 | 0.0287769 | 0.21471 | 0.0171623 | 208.71 | 0.0 |
| Neutrophils# | 0.102965 | 0.0041523 | 0.115902 | 0.0060480 | 0.24121 | 0.0357412 | 175.81 | 0.0 |
| Platelets | 0.198826 | 0.0170292 | 0.254356 | 0.0257660 | 0.13800 | 0.0069387 | 39.01 | 0.0 |
| RDW | 0.054032 | 0.0009597 | 0.050259 | 0.0017099 | 0.23707 | 0.0539648 | 4.28 | 0.1171 |
| RedbloodCells | 0.037971 | 0.0010371 | 0.075089 | 0.0030830 | 0.16186 | 0.0401366 | 30.13 | 0.0 |