TABLE 4.
Network structure | ACC | AUC | PRE | REC | F1 | Parameter |
---|---|---|---|---|---|---|
VCM‐Caps | 0.9733 | 0.9733 | 0.9863 | 0.9600 | 0.9730 | 20 473 940 |
ICM‐Caps | 0.9833 | 0.9833 | 1 | 0.9667 | 0.9830 | 25 767 740 |
XCM‐Caps | 0.9667 | 0.9667 | 0.9545 | 0.9800 | 0.9671 | 25 767 740 |
RCM‐Caps | 0.9800 | 0.9800 | 0.9865 | 0.9733 | 0.9799 | 28 493 972 |
DCM‐Caps | 0.9867 | 0.9867 | 1 | 0.9667 | 0.9830 | 8 448 340 |
MCM‐Caps | 0.9700 | 0.9700 | 0.9796 | 0.9600 | 0.9697 | 4 346 068 |
IRCM‐Caps | 0.9900 | 0.9900 | 1 | 0.9800 | 0.9898 | 57 233 140 |
Note: Bold font is the optimal value for each column.
Abbreviation: AUC, area under the curve.