Table 9.
Ten fold cross-validation results using CNN deep model.
Fold Number | Accuracy | Precision | Recall | F-Score |
---|---|---|---|---|
1st-Fold | 0.915 | 0.916 | 0.921 | 0.911 |
2nd-Fold | 0.912 | 0.907 | 0.922 | 0.926 |
3rd-Fold | 0.911 | 0.923 | 0.923 | 0.934 |
4th-Fold | 0.918 | 0.907 | 0.949 | 0.935 |
5th-Fold | 0.904 | 0.911 | 0.948 | 0.933 |
6th-Fold | 0.916 | 0.926 | 0.947 | 0.932 |
7th-Fold | 0.924 | 0.907 | 0.916 | 0.941 |
8th-Fold | 0.914 | 0.914 | 0.945 | 0.937 |
9th-Fold | 0.902 | 0.924 | 0.954 | 0.918 |
10th-Fold | 0.947 | 0.945 | 0.957 | 0.949 |
Average | 0.9263 | 0.9281 | 0.9399 | 0.9340 |