Table 3 Classifier outcome of MFFDCNN-CTDC model on HAM10000 database.
Class Labels | \(Acc{u}_{y}\) | \(Sen{s}_{y}\) | \(Spe{c}_{y}\) | \({F}_{score}\) | \(MCC\) |
|---|---|---|---|---|---|
70% TRAPH | |||||
 AKIEC | 99.31 | 87.91 | 99.66 | 88.52 | 88.17 |
 BCC | 99.04 | 88.60 | 99.64 | 90.96 | 90.48 |
 BKL | 98.92 | 94.90 | 99.41 | 95.02 | 94.42 |
 DF | 99.63 | 88.46 | 99.80 | 87.62 | 87.44 |
 NV | 98.02 | 98.94 | 96.13 | 98.53 | 95.50 |
 MEL | 98.97 | 96.03 | 99.32 | 95.21 | 94.64 |
 VASC | 99.26 | 60.19 | 99.84 | 70.45 | 71.16 |
 Average | 99.02 | 87.86 | 99.12 | 89.47 | 88.83 |
30% TESPH | |||||
 AKIEC | 99.04 | 85.71 | 99.55 | 86.88 | 86.39 |
 BCC | 98.84 | 87.10 | 99.48 | 88.52 | 87.93 |
 BKL | 98.91 | 94.93 | 99.41 | 95.07 | 94.45 |
 DF | 99.64 | 80.39 | 99.97 | 88.17 | 88.42 |
 NV | 97.85 | 98.84 | 96.00 | 98.36 | 95.25 |
 MEL | 98.55 | 94.96 | 99.03 | 93.91 | 93.09 |
 VASC | 99.37 | 64.10 | 99.83 | 72.46 | 72.79 |
 Average | 98.89 | 86.58 | 99.04 | 89.05 | 88.33 |