Cancer | Feature | #Features | #PCs | SN | SP | ACC | PPV | NPV | AUC |
---|---|---|---|---|---|---|---|---|---|
BRCA | EXP | 5119 | 430 | 0.664 | 0.710 | 0.688 | 0.690 | 0.685 | 0.687 |
\(\Delta\)PCC | 1563 | 480 | 0.776 | 0.826 | 0.802 | 0.813 | 0.792 | 0.801 | |
COAD | EXP | 835 | 100 | 0.563 | 0.932 | 0.819 | 0.783 | 0.829 | 0.747 |
\(\Delta\)PCC | 1969 | 80 | 0.906 | 0.986 | 0.962 | 0.967 | 0.960 | 0.946 | |
HNSC | EXP | 292 | 10 | 0.867 | 0.792 | 0.833 | 0.839 | 0.826 | 0.829 |
\(\Delta\)PCC | 800 | 100 | 0.967 | 0.792 | 0.889 | 0.853 | 0.950 | 0.879 | |
LUAD | EXP | 6193 | 110 | 0.622 | 0.943 | 0.832 | 0.852 | 0.825 | 0.782 |
\(\Delta\)PCC | 12,981 | 200 | 0.784 | 0.971 | 0.907 | 0.936 | 0.895 | 0.878 | |
LUSC | EXP | 1371 | 190 | 0.533 | 0.808 | 0.707 | 0.615 | 0.750 | 0.671 |
\(\Delta\)PCC | 2436 | 200 | 0.889 | 0.962 | 0.935 | 0.930 | 0.938 | 0.925 | |
STAD | EXP | 476 | 120 | 0.937 | 0.452 | 0.777 | 0.776 | 0.778 | 0.694 |
\(\Delta\)PCC | 17,445 | 60 | 0.905 | 0.968 | 0.926 | 0.983 | 0.833 | 0.936 | |
THCA | EXP | 4205 | 30 | 0.737 | 0.796 | 0.768 | 0.757 | 0.778 | 0.766 |
\(\Delta\)PCC | 3397 | 150 | 0.658 | 0.864 | 0.768 | 0.807 | 0.745 | 0.761 |