Table 15.
Paired t-tests results for 10 combinations of K10 protocol for TL and ML classifiers
| Set of Classifiers | t value | p value | Degrees of Freedom |
|---|---|---|---|
| DenseNet121-ANN | −1.356 | 0.2081 | 9 |
| DenseNet121-DT | 3.356 | 0.0084 | 9 |
| DenseNet121-RF | 5.892 | 0.0002 | 9 |
| MobileNet-ANN | −0.873 | 0.4053 | 9 |
| MobileNet-DT | 3.582 | 0.0059 | 9 |
| MobileNet-RF | 6.624 | 0.0001 | 9 |
| DenseNet201-ANN | 2.001 | 0.0764 | 9 |
| DenseNet201-DT | 5.702 | 0.0003 | 9 |
| DenseNet201-RF | 7.857 | < 0.0001 | 9 |
| DenseNet169-ANN | 1.354 | 0.2088 | 9 |
| DenseNet169-DT | 3.644 | 0.0054 | 9 |
| DenseNet169-RF | 5.029 | 0.0007 | 9 |
| VGG16-ANN | 4.58 | 0.0013 | 9 |
| VGG16-DT | 5.764 | 0.0003 | 9 |