Training set | SN (%) | SP (%) | (SN + SP)/2 (%) | MCC | ||||
---|---|---|---|---|---|---|---|---|
imbal | bal | imbal | bal | imbal | bal | imbal | bal | |
HS3D-train1:1 | 93.09 | 93.09 | 91.58 | 91.58 | 92.34 | 92.34 | 0.847 | 0.847 |
HS3D-train1:10 | 81.53 | 94.35 | 96.36 | 91.08 | 89.51 | 92.71 | 0.788 | 0.855 |
HS3D-train1:20 | 78.14 | 93.59 | 96.98 | 92.46 | 87.56 | 93.03 | 0.765 | 0.861 |
HS3D-train1:50 | 76.76 | 94.22 | 96.98 | 92.34 | 86.87 | 93.28 | 0.753 | 0.866 |
HS3D-train1:135 | 68.84 | 93.97 | 97.61 | 92.71 | 83.23 | 93.34 | 0.694 | 0.867 |