TABLE 4.
Comparison of P-values of survival analysis between MRF-MSC and other algorithms on five cancer multi-omics data sets in Rappoport and Shamir (2018).
| Cancer type | Methods |
|||||
| MRF-MSC | iClusterPlus | PFA | SNF | ANF | MVSCO | |
| GBM | 1.43E-6 | 3.83E-3 | – | 7.69E-6 | 2.17E-1 | 6.59E-4 |
| (k = 2) | (k = 10) | (k = 2) | (k = 3) | (k = 2) | ||
| BRCA | 5.25E-13 | 1.55E-2 | 3.54E-9 | 4.38E-9 | 2.30E-11 | 4.26E-12 |
| (k = 4) | (k = 4) | (k = 3) | (k = 3) | (k = 5) | (k = 3) | |
| KIRC | 7.10E-6 | 2.10E-2 | 2.93E-3 | 2.53E-2 | 4.22E-3 | 2.71E-4 |
| (k = 4) | (k = 4) | (k = 3) | (k = 2) | (k = 2) | (k = 3) | |
| LSCC | 9.13E-4 | 4.63E-3 | 1.10E-1 | 9.45E-2 | 2.19E-2 | 1.37E-2 |
| (k = 2) | (k = 3) | (k = 3) | (k = 2) | (k = 2) | (k = 2) | |
| COAD | 2.63E-1 | 7.05E-1 | 3.21E-1 | 1.52E-1 | 7.68E-2 | 1.29E-1 |
| (k = 3) | (k = 2) | (k = 2) | (k = 3) | (k = 3) | (k = 2) | |
The best results have been highlighted in bold. –Denotes that the algorithm cannot get the clustering result on the data.