Table 3 The clustering results on CHOL-HNSC-ESCA and COAD-PAAD-ESCA data
| Â | CHOL-HNSC-ESCA | COAD-PAAD-ESCA | ||||
|---|---|---|---|---|---|---|
ACC (%) | NMI (%) | F-measure (%) | ACC (%) | NMI (%) | F-measure (%) | |
K-means | 83.49 ± 1.77 | 76.23 ± 3.47 | 77.05 ± 3.42 | 83.61 ± 3.25 | 76.11 ± 2.85 | 81.95 ± 4.28 |
LLRR | 96.73 ± 0.80 | 94.80 ± 1.26 | 94.69 ± 2.09 | 87.07 ± 2.23 | 79.50 ± 1.46 | 86.19 ± 2.94 |
LRR | 97.13 ± 0.42 | 95.32 ± 0.61 | 96.16 ± 0.82 | 88.16 ± 1.98 | 80.27 ± 1.48 | 87.47 ± 2.53 |
RPCA | 85.40 ± 2.64 | 81.43 ± 4.16 | 81.26 ± 4.59 | 85.59 ± 2.72 | 78.85 ± 2.39 | 83.98 ± 3.49 |
DGLRR | 94.70 ± 1.03 | 92.33 ± 1.78 | 91.63 ± 2.62 | 86.14 ± 2.38 | 78.67 ± 1.82 | 84.93 ± 3.11 |
LatLRR | 93.94 ± 1.57 | 91.37 ± 2.46 | 91.57 ± 3.32 | 87.16 ± 2.52 | 79.33 ± 1.93 | 86.16 ± 3.30 |
TGLRR | 98.37 ± 0.00 | 90.58 ± 0.03 | 96.09 ± 0.01 | 92.82 ± 0.77 | 79.51 ± 0.93 | 92.62 ± 0.91 |