Table 2 Classifier outcome of ECMVFD-FTLTDO technique under dissimilar epochs on GRIP dataset.
Class | \(Acc{u}_{y}\) | \(Pre{c}_{n}\) | \(Rec{a}_{l}\) | \({F1}_{score}\) | \(MCC\) |
---|---|---|---|---|---|
Epoch—500 | |||||
Tampered | 90.09 | 99.34 | 90.09 | 94.49 | 89.46 |
Original | 99.34 | 90.15 | 99.34 | 94.52 | 89.46 |
Average | 94.72 | 94.74 | 94.72 | 94.51 | 89.46 |
Epoch—1000 | |||||
Tampered | 89.79 | 98.36 | 89.79 | 93.88 | 88.15 |
Original | 98.36 | 89.79 | 98.36 | 93.88 | 88.15 |
Average | 94.07 | 94.07 | 94.07 | 93.88 | 88.15 |
Epoch—1500 | |||||
Tampered | 92.49 | 98.09 | 92.49 | 95.21 | 90.43 |
Original | 98.03 | 92.26 | 98.03 | 95.06 | 90.43 |
Average | 95.26 | 95.17 | 95.26 | 95.13 | 90.43 |
Epoch—2000 | |||||
Tampered | 66.07 | 99.55 | 66.07 | 79.42 | 68.98 |
Original | 99.67 | 72.84 | 99.67 | 84.17 | 68.98 |
Average | 82.87 | 86.19 | 82.87 | 81.79 | 68.98 |
Epoch—2500 | |||||
Tampered | 91.59 | 90.24 | 91.59 | 90.91 | 80.80 |
Original | 89.14 | 90.64 | 89.14 | 89.88 | 80.80 |
Average | 90.37 | 90.44 | 90.37 | 90.40 | 80.80 |
Epoch—3000 | |||||
Tampered | 83.78 | 98.94 | 83.78 | 90.73 | 83.26 |
Original | 99.01 | 84.79 | 99.01 | 91.35 | 83.26 |
Average | 91.40 | 91.86 | 91.40 | 91.04 | 83.26 |