Table 2 Classifier outcome of DCFNN-SOCVDC model under dissimilar epochs.
Classes | \(Accu_{y}\) | \(Prec_{n}\) | \(Reca_{l}\) | \(F1_{score}\) | \(G_{Measure}\) |
|---|---|---|---|---|---|
Epoch—500 | |||||
 Absence-CVD | 99.11 | 98.98 | 99.11 | 99.05 | 99.05 |
 Presence-CVD | 98.98 | 99.11 | 98.98 | 99.04 | 99.04 |
 Average | 99.05 | 99.05 | 99.05 | 99.04 | 99.05 |
Epoch—1000 | |||||
 Absence-CVD | 97.17 | 97.63 | 97.17 | 97.40 | 97.40 |
 Presence-CVD | 97.64 | 97.18 | 97.64 | 97.41 | 97.41 |
 Average | 97.40 | 97.40 | 97.40 | 97.40 | 97.40 |
Epoch—1500 | |||||
 Absence-CVD | 98.05 | 98.82 | 98.05 | 98.44 | 98.44 |
 Presence-CVD | 98.83 | 98.07 | 98.83 | 98.45 | 98.45 |
 Average | 98.44 | 98.45 | 98.44 | 98.44 | 98.44 |
Epoch—2000 | |||||
 Absence-CVD | 96.90 | 97.14 | 96.90 | 97.02 | 97.02 |
 Presence-CVD | 97.15 | 96.91 | 97.15 | 97.03 | 97.03 |
 Average | 97.02 | 97.02 | 97.02 | 97.02 | 97.02 |
Epoch—2500 | |||||
 Absence-CVD | 96.85 | 96.92 | 96.85 | 96.88 | 96.88 |
 Presence-CVD | 96.92 | 96.85 | 96.92 | 96.89 | 96.89 |
 Average | 96.88 | 96.89 | 96.88 | 96.88 | 96.89 |
Epoch—3000 | |||||
 Absence-CVD | 97.73 | 98.35 | 97.73 | 98.04 | 98.04 |
 Presence-CVD | 98.36 | 97.74 | 98.36 | 98.05 | 98.05 |
 Average | 98.04 | 98.04 | 98.04 | 98.04 | 98.04 |
