Table 4 Comparative study with respect to Silhouette index; 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 | 0.879 | 0.479 | 0.055 |
DBSCAN | 0.404 | 0.336 | 0.057 |
MODE | 0.845 | 0.517 | 0.062 |
Best MOO-based solution | 0.901 | 0.510 | 0.065 |
Ensemble Technique (MOO-based solution) | 0.901 | 0.516 | 0.070 |
Ensemble Technique (MO + GM) | 0.934 | 0.534 | 0.073 |
Ensemble Technique (MO + PPI + GM) | 0.928 | 0.567 | 0.073 |
Ensemble Technique (MO + PPI + GO + GM) | 0.941 | 0.569 | 0.076 |
