Table 3 Performance of different window sizes on the human dataset. Boldface values indicate the best performance for each metric.
Window size | 10-fold cross-validation set | Independent test set | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
ACC | SN | PR | F1 | MCC | ACC | SN | PR | F1 | MCC | |
47 | 0.799 | 0.853 | 0.769 | 0.809 | 0.601 | 0.809 | 0.890 | 0.769 | 0.825 | 0.625 |
45 | 0.798 | 0.843 | 0.773 | 0.806 | 0.598 | 0.800 | 0.862 | 0.770 | 0.814 | 0.604 |
43 | 0.818 | 0.860 | 0.794 | 0.825 | 0.640 | 0.823 | 0.894 | 0.786 | 0.837 | 0.653 |
41 | 0.800 | 0.848 | 0.774 | 0.809 | 0.604 | 0.808 | 0.859 | 0.783 | 0.819 | 0.619 |
39 | 0.798 | 0.846 | 0.771 | 0.807 | 0.598 | 0.814 | 0.852 | 0.795 | 0.823 | 0.629 |
37 | 0.789 | 0.851 | 0.757 | 0.801 | 0.583 | 0.807 | 0.854 | 0.783 | 0.817 | 0.615 |
35 | 0.767 | 0.802 | 0.749 | 0.774 | 0.535 | 0.789 | 0.858 | 0.758 | 0.805 | 0.583 |