Table 14 Comparative analysis of CoLog performance across various window sizes and sequence types within the Jhuisi dataset. Bold numbers indicate the outstanding results.
Window size | Sequence type | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
Background | Context | |||||||||
1 | 2 | 3 | 6 | 9 | 1 | 2 | 3 | 6 | 9 | |
Precision | 99.97 | 99.76 | 99.94 | 99.88 | 99.78 | \(\textbf{100}\) | 99.92 | 99.52 | 99.85 | 99.75 |
Recall | 99.91 | 99.76 | 99.81 | 99.88 | 99.25 | \(\textbf{100}\) | 99.72 | 99.52 | 99.79 | 99.16 |
F1-Score | 99.94 | 99.76 | 99.88 | 99.88 | 99.51 | \(\textbf{100}\) | 99.82 | 99.52 | 99.82 | 99.45 |
Accuracy | 99.96 | 99.83 | 99.91 | 99.91 | 99.66 | \(\textbf{100}\) | 99.87 | 99.66 | 99.87 | 99.62 |
