Table 1 Comparison between the performance of different methods, when the clusters size the same across all M views, \(N = 150\), \(M = 3\), and cluster size: \(\left( 50,50,50\right) ,\left( 50,50,50\right) ,\left( 50,50,50\right)\)
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) | 0.99(0.01) |
MVCMO | 1.00(0.00) | 1.00(0.00) | 1.00(0.00) | 0.99(0.01) |
AASC | 1.00(0.00) | 1.00(0.00) | 1.00(0.00) | 1.00(0.00) |