Table 5 p-values of the proposed technique generated by Welch’s t-test for the biological homogeneity index(BHI) of different methods.
From: A Protein Interaction Information-based Generative Model for Enhancing Gene Clustering
Datasets | K-means | DBSCAN | MODE | Best MOO solution | MOO-based Ensemble | Ensemble (MO + GM) | Ensemble (MO + PPI + GM) |
|---|---|---|---|---|---|---|---|
B-CLL chronic lymphocytic leukemia | 5.63E-053 | 1.85E-049 | 2.06E-44 | 2.05E-044 | 1.32E-044 | 3.98E-022 | 4.19E-013 |
ILD Interstitial lung disease | 8.54E-036 | 6.87E-032 | 1.35E-29 | 3.45E-028 | 8.36E-028 | 8.08E-016 | 9.62E-014 |
Prostrate | 3.43E-034 | 4.99E-033 | 5.55E-26 | 7.04E-025 | 5.01E-023 | 2.16E-03 | 2.24E-03 |
