Table 2 Leukaemia classifier outcome of FOADCNN-LDC approach at 80:20 of TR/TS phase.
Class | \(Accu_{y}\) | \(Sens_{{y}}\) | \(Spec_{y}\) | \({{F}}_score\) | MCC |
|---|---|---|---|---|---|
TR phase (80%) | |||||
ALL | 98.79 | 97.87 | 99.27 | 98.22 | 97.31 |
AML | 99.52 | 100.00 | 99.46 | 97.78 | 97.54 |
CLL | 99.52 | 96.77 | 99.74 | 96.77 | 96.51 |
CML | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 |
Healthy | 98.79 | 98.03 | 99.24 | 98.35 | 97.40 |
Average | 99.32 | 98.53 | 99.54 | 98.22 | 97.75 |
TS phase (20%) | |||||
ALL | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 |
AML | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 |
CLL | 99.04 | 85.71 | 100.00 | 92.31 | 92.11 |
CML | 99.04 | 100.00 | 98.92 | 95.65 | 95.23 |
Healthy | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 |
Average | 99.62 | 97.14 | 99.78 | 97.59 | 97.47 |
