Table 3 Comparative study with respect to biological stability index(BSI); MO: MOO-based solutions, GM: Generative model, PPI: Protein interaction information, GO: Gene Ontology based solutions.
From: A Protein Interaction Information-based Generative Model for Enhancing Gene Clustering
B-CLL | ILD | Prostrate | |
|---|---|---|---|
K-means | 0.934 | 0.860 | 0.884 |
DBSCAN | 0.986 | 0.839 | 0.879 |
MODE | 0.987 | 0.905 | 0.892 |
Best MOO-based solution | 0.989 | 0.908 | 0.902 |
Ensemble Technique (MOO-based solution) | 0.989 | 0.926 | 0.935 |
Ensemble Technique (MO + GM) | 0.989 | 0.936 | 0.941 |
Ensemble Technique (MO + PPI + GM) | 0.992 | 0.938 | 0.944 |
Ensemble Technique (MO + PPI + GO + GM) | 0.994 | 0.941 | 0.945 |
