Table 3 Leukaemia classifier outcome of FOADCNN-LDC approach at 70:30 of TR/TS phase.
Class | \(Accu_{y}\) | \(Sens_{{y}}\) | \(Spec_{y}\) | \({{F}}_score\) | MCC |
|---|---|---|---|---|---|
TR phase (70%) | |||||
ALL | 98.90 | 98.37 | 99.16 | 98.37 | 97.54 |
AML | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 |
CLL | 99.17 | 96.43 | 99.40 | 94.74 | 94.30 |
CML | 98.90 | 93.02 | 99.69 | 95.24 | 94.65 |
Healthy | 99.17 | 99.25 | 99.13 | 98.88 | 98.22 |
Average | 99.23 | 97.41 | 99.48 | 97.45 | 96.94 |
TS phase (30%) | |||||
ALL | 98.72 | 98.28 | 98.98 | 98.28 | 97.26 |
AML | 98.72 | 90.00 | 100.00 | 94.74 | 94.18 |
CLL | 99.36 | 100.00 | 99.32 | 95.24 | 95.02 |
CML | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 |
Healthy | 99.36 | 100.00 | 99.02 | 99.08 | 98.60 |
Average | 99.23 | 97.66 | 99.46 | 97.47 | 97.01 |
