Table 3 Comparison between the performance of different methods. When the size of the cluster is the same across all M views, \(M=5\), \(N=600\), and cluster size: \(\left( 200,200,200\right)\)
From: Multiview clustering of multi-omics data integration by using a penalty model
Method | \(P_{1}\) | \(P_{2}\) | \(P_{3}\) | \(P_{4}\) |
|---|---|---|---|---|
MVCPM | 1.00(0.00) | 1.00(0.00) | 1.00(0.00) | 1.00(0.00) |
MVSC | 1.00(0.00) | 1.00(0.00) | 1.00(0.00) | 1.00(0.00) |
MVCMO | 1.00(0.00) | 1.00(0.00) | 1.00(0.00) | 1.00(0.00) |
AASC | 1.00(0.00) | 1.00(0.00) | 1.00(0.00) | 1.00(0.00) |