Table 5.
Methods | Schizophrenia dataset | Tissue-specific dataset | Stem cell dataset |
K-means | 0.9 | 780.95 | 5.94E7 |
Average linkage (UPGMA) | 0.81 | 2069.49 | 6.62E7 |
Complete linkage | 0.7 | 1975.34 | 4.67E7 |
DIANA | 0.71 | 2107.95 | 5.02E7 |
Fanny | 0.67 | 1558.66 | 4.45E7 |
SOM | 1.22 | 1126.4 | 2.46E8 |
Iclust | 12.8 | 1470.83 | 1.19E8 |
SiMM-TS | 23.71 | 1666.38 | 1.17E8 |
Proposed | 0.64 | 763.31 | 4.55E7 |
ΣNSE values computed for different clustering solutions and for the solution derived by applying the proposed method.