Table 2 The clustering results on PAAD-COAD and HNSC-ESCA integrative data
| Â | PAAD-COAD | HNSC-ESCA | ||||
|---|---|---|---|---|---|---|
ACC(%) | NMI(%) | F-measure(%) | ACC(%) | NMI(%) | F-measure(%) | |
K-means | 91.57 ± 0.89 | 68.77 ± 4.24 | 91.62 ± 1.01 | 99.36 ± 0.05 | 98.00 ± 0.50 | 98.81 ± 0.18 |
LLRR | 93.95 ± 0.29 | 71.59 ± 1.29 | 93.83 ± 0.26 | 99.83 ± 0.00 | 98.07 ± 0.00 | 99.80 ± 0.00 |
LRR | 93.63 ± 0.57 | 70.70 ± 2.52 | 93.64 ± 0.51 | 99.83 ± 0.00 | 98.07 ± 0.00 | 99.80 ± 0.00 |
RPCA | 93.81 ± 0.46 | 71.09 ± 2.27 | 93.81 ± 0.42 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 |
DGLRR | 94.14 ± 0.40 | 71.98 ± 1.80 | 94.13 ± 0.47 | 99.83 ± 0.00 | 98.07 ± 0.00 | 99.80 ± 0.00 |
LatLRR | 93.76 ± 0.33 | 71.46 ± 1.50 | 93.77 ± 0.29 | 99.83 ± 0.00 | 98.07 ± 0.00 | 99.80 ± 0.00 |
TGLRR | 95.15 ± 0.00 | 74.44 ± 0.00 | 95.10 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 |