| No.OfLayers | Learning Rate | Momentum | Epoch1 | Epoch 2 | Epoch3 | Epoch4 | Epoch5 | Epoch6 | Epoch7 | Epoch8 | Epoch9 | Epoch10 | Mean | Std Dev |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 0.001 | 0.9 | 90.63 | 96.88 | 87.50 | 93.75 | 90.63 | 93.75 | 96.88 | 90.63 | 93.75 | 96.88 | 93.13 | 3.23 |
| 3 | 0.001 | 0.8 | 84.38 | 93.75 | 87.50 | 90.63 | 90.63 | 93.75 | 96.88 | 90.63 | 93.75 | 96.88 | 91.88 | 3.95 |
| 3 | 0.001 | 0.7 | 81.25 | 87.50 | 87.50 | 87.50 | 90.63 | 90.63 | 93.75 | 87.50 | 90.63 | 90.63 | 88.75 | 3.36 |
| 3 | 0.002 | 0.9 | 96.88 | 96.88 | 90.63 | 96.88 | 90.63 | 100.00 | 96.88 | 90.63 | 93.75 | 96.88 | 95.00 | 3.36 |
| 3 | 0.002 | 0.8 | 87.50 | 96.88 | 87.50 | 96.88 | 90.63 | 93.75 | 96.88 | 90.63 | 93.75 | 96.88 | 93.13 | 3.84 |
| 3 | 0.002 | 0.7 | 90.63 | 93.75 | 87.50 | 93.75 | 90.63 | 93.75 | 96.88 | 90.63 | 90.63 | 96.88 | 92.50 | 3.02 |
| 3 | 0.004 | 0.9 | 96.88 | 96.88 | 96.88 | 96.88 | 93.75 | 100.00 | 96.88 | 90.63 | 93.75 | 96.88 | 95.94 | 2.57 |
| 3 | 0.004 | 0.8 | 90.63 | 96.88 | 93.75 | 96.88 | 90.63 | 100.00 | 96.88 | 90.63 | 93.75 | 96.88 | 94.69 | 3.31 |
| 3 | 0.004 | 0.7 | 90.63 | 96.88 | 90.63 | 96.88 | 90.63 | 96.88 | 96.88 | 90.63 | 90.63 | 96.88 | 93.75 | 3.29 |
| 3 | 0.003 | 0.9 | 96.88 | 96.88 | 93.75 | 96.88 | 93.75 | 96.88 | 96.88 | 90.63 | 93.75 | 96.88 | 95.31 | 2.21 |
| 3 | 0.003 | 0.8 | 90.63 | 96.88 | 87.50 | 96.88 | 90.63 | 96.88 | 96.88 | 90.63 | 90.63 | 96.88 | 93.44 | 3.74 |
| 3 | 0.003 | 0.7 | 87.50 | 96.88 | 90.63 | 96.88 | 90.63 | 93.75 | 96.88 | 90.63 | 93.75 | 96.88 | 93.44 | 3.44 |
| 3 | 0.006 | 0.9 | 96.88 | 96.88 | 93.75 | 96.88 | 93.75 | 100.00 | 96.88 | 90.63 | 93.75 | 100.00 | 95.94 | 2.97 |
| 3 | 0.006 | 0.8 | 93.75 | 96.88 | 100.00 | 96.88 | 93.75 | 100.00 | 96.88 | 90.63 | 93.75 | 96.88 | 95.94 | 2.97 |
| 3 | 0.006 | 0.7 | 93.75 | 96.88 | 93.75 | 96.88 | 90.63 | 100.00 | 96.88 | 90.63 | 93.75 | 96.88 | 95.00 | 3.02 |
| 3 | 0.009 | 0.9 | 96.88 | 96.88 | 93.75 | 96.88 | 93.65 | 100.00 | 96.88 | 93.75 | 93.75 | 100.00 | 96.24 | 2.48 |
| 3 | 0.009 | 0.8 | 96.88 | 96.88 | 96.88 | 96.88 | 93.75 | 100.00 | 96.88 | 90.63 | 93.75 | 96.88 | 95.94 | 2.57 |
| 3 | 0.009 | 0.7 | 93.75 | 96.88 | 100.00 | 96.88 | 93.75 | 100.00 | 96.88 | 90.63 | 93.75 | 96.88 | 95.94 | 2.97 |
| 3 | 0.02 | 0.9 | 96.88 | 96.88 | 93.75 | 96.88 | 93.75 | 100.00 | 96.88 | 93.75 | 93.75 | 100.00 | 96.25 | 2.47 |
| 3 | 0.02 | 0.8 | 96.88 | 96.88 | 96.88 | 96.88 | 93.75 | 100.00 | 100.00 | 90.63 | 93.75 | 100.00 | 96.56 | 3.11 |
| 3 | 0.02 | 0.7 | 96.88 | 96.88 | 96.88 | 96.88 | 93.75 | 100.00 | 100.00 | 93.75 | 100.00 | 96.88 | 97.19 | 2.31 |
| 3 | 0.03 | 0.9 | 93.75 | 96.88 | 93.75 | 100.00 | 93.75 | 100.00 | 96.88 | 93.75 | 93.75 | 100.00 | 96.25 | 2.87 |
| 3 | 0.03 | 0.8 | 93.75 | 96.88 | 100.00 | 100.00 | 93.75 | 100.00 | 96.88 | 93.75 | 96.88 | 100.00 | 97.19 | 2.74 |
| 3 | 0.03 | 0.7 | 96.88 | 96.88 | 96.88 | 96.88 | 93.75 | 100.00 | 96.88 | 90.63 | 96.88 | 100.00 | 96.56 | 2.74 |
| 3 | 0.01 | 0.9 | 96.88 | 96.88 | 96.88 | 96.88 | 93.75 | 100.00 | 100.00 | 93.75 | 93.75 | 100.00 | 96.88 | 2.55 |
| 3 | 0.01 | 0.8 | 96.88 | 96.88 | 96.88 | 96.88 | 93.75 | 100.00 | 96.88 | 90.63 | 93.75 | 100.00 | 96.25 | 2.87 |
| 3 | 0.01 | 0.7 | 93.75 | 96.88 | 100.00 | 96.88 | 93.75 | 100.00 | 96.88 | 90.63 | 93.75 | 96.88 | 95.94 | 2.97 |
| 3 | 0.07 | 0.9 | 93.75 | 93.75 | 90.63 | 100.00 | 90.63 | 100.00 | 96.88 | 90.63 | 90.63 | 100.00 | 94.69 | 4.18 |
| 3 | 0.07 | 0.8 | 96.88 | 96.88 | 93.75 | 93.75 | 93.75 | 100.00 | 96.88 | 93.75 | 100.00 | 96.88 | 96.25 | 2.47 |
| 3 | 0.07 | 0.7 | 96.88 | 96.88 | 96.88 | 96.88 | 90.63 | 100.00 | 96.88 | 93.75 | 100.00 | 100.00 | 96.88 | 2.95 |
| 3 | 1.00 | 0.9 | 12.50 | 6.25 | 0.00 | 12.50 | 3.13 | 6.25 | 18.75 | 3.13 | 6.25 | 12.50 | 8.13 | 5.74 |
| 3 | 1.00 | 0.8 | 12.50 | 9.38 | 0.00 | 3.13 | 3.13 | 6.25 | 18.75 | 3.13 | 6.25 | 12.50 | 7.50 | 5.74 |
| 3 | 1.00 | 0.7 | 12.50 | 9.38 | 6.25 | 3.13 | 3.13 | 6.25 | 18.75 | 3.13 | 6.25 | 12.50 | 8.13 | 5.15 |
| 3 | 0.1 | 0.9 | 93.75 | 81.25 | 75.00 | 62.50 | 40.63 | 6.25 | 3.13 | 21.88 | 6.25 | 6.25 | 39.69 | 35.63 |
| 3 | 0.1 | 0.8 | 96.88 | 96.88 | 96.88 | 100.00 | 90.63 | 100.00 | 96.88 | 93.75 | 93.75 | 96.88 | 96.25 | 2.87 |
| 3 | 0.1 | 0.7 | 90.63 | 96.88 | 93.75 | 100.00 | 93.75 | 100.00 | 93.75 | 93.75 | 100.00 | 100.00 | 96.25 | 3.55 |
| 3 | 0.9 | 0.9 | 96.88 | 93.75 | 93.75 | 93.75 | 90.63 | 93.75 | 90.63 | 90.63 | 90.63 | 93.75 | 92.81 | 2.11 |
| 3 | 0.9 | 0.8 | 90.63 | 96.88 | 93.75 | 100.00 | 93.75 | 100.00 | 96.88 | 93.75 | 93.75 | 96.88 | 95.63 | 3.02 |
| 3 | 0.9 | 0.7 | 96.88 | 96.88 | 93.75 | 100.00 | 90.63 | 100.00 | 90.63 | 96.88 | 93.75 | 100.00 | 95.94 | 3.62 |
| 3 | 0.8 | 0.9 | 96.88 | 93.75 | 84.38 | 96.88 | 90.63 | 100.00 | 93.75 | 90.63 | 93.75 | 93.75 | 93.44 | 4.28 |
| 3 | 0.8 | 0.8 | 90.63 | 96.88 | 96.88 | 100.00 | 93.75 | 100.00 | 96.88 | 93.75 | 96.88 | 100.00 | 96.56 | 3.11 |
| 3 | 0.8 | 0.7 | 93.75 | 96.88 | 96.88 | 100.00 | 93.75 | 100.00 | 96.88 | 93.75 | 96.88 | 100.00 | 96.88 | 2.55 |
| 2 | 0.001 | 0.9 | 100.00 | 96.88 | 90.63 | 96.88 | 90.63 | 90.63 | 96.88 | 90.63 | 90.63 | 93.75 | 93.75 | 3.61 |
| 2 | 0.001 | 0.8 | 96.88 | 93.75 | 84.38 | 93.75 | 90.63 | 93.75 | 96.88 | 90.63 | 90.63 | 90.63 | 92.19 | 3.68 |
| 2 | 0.001 | 0.7 | 93.75 | 93.75 | 84.38 | 93.75 | 87.50 | 93.75 | 96.88 | 90.63 | 90.63 | 84.38 | 90.94 | 4.28 |
| 2 | 0.002 | 0.9 | 100.00 | 96.88 | 90.63 | 96.88 | 93.75 | 96.88 | 96.88 | 93.75 | 93.75 | 96.88 | 95.63 | 2.64 |
| 2 | 0.002 | 0.8 | 100.00 | 96.88 | 87.50 | 96.88 | 90.63 | 93.75 | 96.88 | 90.63 | 90.63 | 96.88 | 94.06 | 4.02 |
| 2 | 0.002 | 0.7 | 96.88 | 96.88 | 87.50 | 96.88 | 90.63 | 96.88 | 96.88 | 90.63 | 90.63 | 90.63 | 93.44 | 3.74 |
| 2 | 0.004 | 0.9 | 100.00 | 96.88 | 90.63 | 96.88 | 93.75 | 100.00 | 96.88 | 93.75 | 93.75 | 96.88 | 95.94 | 2.96 |
| 2 | 0.004 | 0.8 | 100.00 | 96.88 | 90.63 | 96.88 | 90.63 | 96.88 | 96.88 | 90.63 | 93.75 | 96.88 | 95.00 | 3.36 |
| 2 | 0.004 | 0.7 | 100.00 | 96.88 | 87.50 | 96.88 | 90.63 | 93.75 | 96.88 | 96.88 | 90.63 | 90.63 | 94.06 | 4.02 |
| 2 | 0.003 | 0.9 | 100.00 | 96.88 | 93.75 | 96.88 | 93.75 | 100.00 | 96.88 | 93.75 | 93.75 | 96.88 | 96.25 | 2.47 |
| 2 | 0.003 | 0.8 | 100.00 | 96.88 | 90.63 | 96.88 | 90.63 | 93.75 | 96.88 | 90.63 | 93.75 | 96.88 | 94.69 | 3.31 |
| 2 | 0.003 | 0.7 | 100.00 | 96.88 | 87.50 | 96.88 | 90.63 | 93.75 | 96.88 | 90.63 | 90.63 | 93.75 | 93.75 | 3.90 |
| 2 | 0.006 | 0.9 | 100.00 | 96.88 | 90.63 | 96.88 | 93.75 | 93.75 | 100.00 | 93.75 | 93.75 | 96.88 | 95.63 | 3.02 |
| 2 | 0.006 | 0.8 | 100.00 | 96.88 | 90.63 | 96.88 | 93.75 | 100.00 | 96.88 | 93.75 | 93.75 | 96.88 | 95.94 | 2.96 |
| 2 | 0.006 | 0.7 | 100.00 | 96.88 | 90.63 | 96.88 | 90.63 | 96.88 | 96.88 | 90.63 | 93.75 | 96.88 | 95.00 | 3.36 |
| 2 | 0.009 | 0.9 | 100.00 | 96.88 | 90.63 | 96.88 | 93.75 | 96.88 | 100.00 | 93.75 | 96.88 | 96.88 | 96.25 | 2.87 |
| 2 | 0.009 | 0.8 | 100.00 | 96.88 | 93.75 | 96.88 | 93.75 | 100.00 | 96.88 | 93.75 | 93.75 | 96.88 | 96.25 | 2.47 |
| 2 | 0.009 | 0.7 | 100.00 | 96.88 | 90.63 | 96.88 | 93.75 | 100.00 | 96.88 | 93.75 | 93.75 | 96.88 | 95.94 | 2.96 |
| 2 | 0.02 | 0.9 | 96.88 | 96.88 | 96.88 | 93.75 | 93.75 | 93.75 | 96.88 | 93.75 | 93.75 | 93.75 | 95.00 | 1.61 |
| 2 | 0.02 | 0.8 | 100.00 | 96.88 | 90.63 | 96.88 | 93.75 | 96.88 | 100.00 | 93.75 | 96.88 | 96.88 | 96.25 | 2.87 |
| 2 | 0.02 | 0.7 | 96.88 | 96.88 | 96.88 | 96.88 | 93.75 | 96.88 | 96.88 | 93.75 | 93.75 | 96.88 | 95.94 | 1.51 |
| 2 | 0.03 | 0.9 | 100.00 | 96.88 | 96.88 | 96.88 | 93.75 | 96.88 | 100.00 | 93.75 | 93.75 | 96.88 | 96.56 | 2.31 |
| 2 | 0.03 | 0.8 | 93.75 | 96.88 | 90.63 | 96.88 | 93.75 | 100.00 | 100.00 | 93.75 | 93.75 | 96.88 | 95.63 | 3.02 |
| 2 | 0.03 | 0.7 | 96.88 | 96.88 | 90.63 | 96.88 | 93.75 | 96.88 | 96.88 | 90.63 | 93.75 | 96.88 | 95.00 | 2.64 |
| 2 | 0.01 | 0.9 | 100.00 | 96.88 | 93.75 | 96.88 | 93.75 | 96.88 | 100.00 | 93.75 | 93.75 | 96.88 | 96.25 | 2.47 |
| 2 | 0.01 | 0.8 | 100.00 | 96.88 | 93.75 | 96.88 | 93.75 | 100.00 | 96.88 | 93.75 | 93.75 | 96.88 | 96.25 | 2.47 |
| 2 | 0.01 | 0.7 | 100.00 | 96.88 | 90.63 | 96.88 | 93.75 | 100.00 | 96.88 | 93.75 | 93.75 | 96.88 | 95.94 | 2.96 |
| 2 | 0.07 | 0.9 | 90.63 | 90.63 | 84.38 | 90.63 | 90.63 | 90.63 | 93.75 | 87.50 | 87.50 | 96.88 | 90.31 | 3.44 |
| 2 | 0.07 | 0.8 | 96.88 | 96.88 | 96.88 | 93.75 | 90.63 | 96.88 | 100.00 | 93.75 | 96.88 | 93.75 | 95.63 | 2.64 |
| 2 | 0.07 | 0.7 | 96.88 | 96.88 | 93.75 | 93.75 | 93.75 | 93.75 | 93.75 | 96.88 | 96.88 | 100.00 | 95.63 | 2.19 |
| 2 | 1.00 | 0.9 | 12.50 | 6.25 | 0.00 | 12.50 | 3.13 | 6.25 | 18.75 | 3.13 | 6.25 | 12.50 | 8.13 | 5.74 |
| 2 | 1.00 | 0.8 | 12.50 | 9.38 | 0.00 | 3.13 | 3.13 | 6.25 | 18.75 | 3.13 | 6.25 | 12.50 | 7.50 | 5.74 |
| 2 | 1.00 | 0.7 | 12.50 | 9.38 | 6.25 | 3.13 | 3.13 | 6.25 | 18.75 | 3.13 | 6.25 | 12.50 | 8.13 | 5.15 |
| 2 | 0.1 | 0.9 | 81.25 | 75.00 | 75.00 | 53.13 | 50.00 | 46.88 | 31.25 | 46.88 | 53.13 | 28.13 | 54.06 | 18.05 |
| 2 | 0.1 | 0.8 | 90.63 | 93.75 | 93.75 | 93.75 | 87.50 | 100.00 | 96.88 | 90.63 | 90.63 | 96.88 | 93.44 | 3.74 |
| 2 | 0.1 | 0.7 | 100.00 | 96.88 | 93.75 | 93.75 | 93.75 | 100.00 | 96.88 | 93.75 | 96.88 | 96.88 | 96.25 | 2.47 |
| 2 | 0.09 | 0.9 | 78.13 | 84.38 | 84.38 | 75.00 | 68.75 | 68.75 | 87.50 | 81.25 | 87.50 | 75.00 | 79.06 | 7.07 |
| 2 | 0.09 | 0.8 | 90.63 | 96.88 | 87.50 | 93.75 | 87.50 | 96.88 | 100.00 | 90.63 | 93.75 | 90.63 | 92.81 | 4.18 |
| 2 | 0.09 | 0.7 | 96.88 | 96.88 | 96.88 | 96.88 | 90.63 | 100.00 | 100.00 | 93.75 | 93.75 | 96.88 | 96.25 | 2.87 |
| 2 | 0.08 | 0.9 | 93.75 | 90.63 | 87.50 | 93.75 | 90.63 | 84.38 | 87.50 | 87.50 | 87.50 | 96.88 | 90.00 | 3.84 |
| 2 | 0.08 | 0.8 | 93.75 | 96.88 | 90.63 | 96.88 | 90.63 | 90.63 | 96.88 | 96.88 | 93.75 | 96.88 | 94.38 | 2.87 |
| 2 | 0.08 | 0.7 | 100.00 | 96.88 | 96.88 | 93.75 | 90.63 | 100.00 | 96.88 | 96.88 | 100.00 | 96.88 | 96.88 | 2.95 |