Table 7.
Optimum value of m
| m/4 | m/2 | 3m/4 | m | |||||
|---|---|---|---|---|---|---|---|---|
| TextConvo Net_6 | TextConvo Net_4 | TextConvo Net_6 | TextConvo Net_4 | TextConvo Net_6 | TextConvo Net_4 | TextConvo Net_6 | TextConvo Net_4 | |
| DATASET-2 | ||||||||
| Accuracy | 0.890 | 0.886 | 0.901 | 0.887 | 0.889 | 0.888 | 0.901 | 0.894 |
| Precision | 0.894 | 0.864 | 0.903 | 0.901 | 0.888 | 0.875 | 0.899 | 0.911 |
| Recall | 0.844 | 0.872 | 0.863 | 0.828 | 0.849 | 0.863 | 0.867 | 0.835 |
| F1_score | 0.868 | 0.868 | 0.882 | 0.863 | 0.868 | 0.869 | 0.883 | 0.871 |
| Specificity | 0.925 | 0.896 | 0.930 | 0.932 | 0.919 | 0.907 | 0.926 | 0.939 |
| Gmean1 | 0.869 | 0.868 | 0.883 | 0.864 | 0.868 | 0.869 | 0.883 | 0.872 |
| Gmean2 | 0.883 | 0.884 | 0.896 | 0.878 | 0.883 | 0.885 | 0.896 | 0.885 |
| MCC | 0.775 | 0.768 | 0.798 | 0.769 | 0.773 | 0.771 | 0.798 | 0.784 |
| DATASET-4 | ||||||||
| Accuracy | 0.826 | 0.820 | 0.827 | 0.828 | 0.829 | 0.829 | 0.829 | 0.824 |
| Precision | 0.565 | 0.551 | 0.569 | 0.570 | 0.573 | 0.572 | 0.572 | 0.559 |
| Recall | 0.565 | 0.551 | 0.569 | 0.570 | 0.573 | 0.572 | 0.572 | 0.559 |
| F1_score | 0.565 | 0.551 | 0.569 | 0.570 | 0.573 | 0.572 | 0.572 | 0.559 |
| Specificity | 0.891 | 0.888 | 0.892 | 0.893 | 0.893 | 0.893 | 0.893 | 0.890 |
| Gmean1 | 0.565 | 0.551 | 0.569 | 0.570 | 0.573 | 0.572 | 0.572 | 0.559 |
| Gmean2 | 0.710 | 0.699 | 0.712 | 0.713 | 0.715 | 0.715 | 0.715 | 0.705 |
| MCC | 0.457 | 0.438 | 0.461 | 0.463 | 0.466 | 0.465 | 0.465 | 0.449 |
Bold entries show the significant values