Table 2.
Method | MCC | ACC | SN | SP | AUC | p-Value |
---|---|---|---|---|---|---|
4mCpred-EL | 0.596 ± 0.022 | 0.798 ± 0.011 | 0.804 ± 0.012 | 0.792 ± 0.028 | 0.897 ± 0.008 | — |
RF | 0.562 ± 0.010 | 0.780 ± 0.005 | 0.736 ± 0.008 | 0.824 ± 0.014 | 0.862 ± 0.002 | 0.179 |
ERT | 0.552 ± 0.012 | 0.775 ± 0.006 | 0.736 ± 0.008 | 0.814 ± 0.008 | 0.862 ± 0.011 | 0.179 |
SVM | 0.544 ± 0.014 | 0.772 ± 0.007 | 0.742 ± 0.014 | 0.801 ± 0.009 | 0.870 ± 0.007 | 0.293 |
GB | 0.544 ± 0.011 | 0.772 ± 0.005 | 0.743 ± 0.011 | 0.800 ± 0.020 | 0.862 ± 0.004 | 0.179 |
LR | 0.536 ± 0.013 | 0.768 ± 0.006 | 0.753 ± 0.005 | 0.783 ± 0.010 | 0.863 ± 0.003 | 0.191 |
AB | 0.524 ± 0.009 | 0.762 ± 0.005 | 0.747 ± 0.006 | 0.776 ± 0.008 | 0.793 ± 0.017 | 0.000371 |
KNN | 0.508 ± 0.017 | 0.747 ± 0.008 | 0.625 ± 0.006 | 0.868 ± 0.012 | 0.826 ± 0.005 | 0.010668 |
Note: p < 0.05 shows a statistically significant difference between 4mCpred-EL and other method that is depicted in bold. Values are expressed as mean ± standard deviation.