Table 4 Comparison between the performance of different methods. When the size of the cluster is different across all M views, \(M=5\),\(N=600\), and cluster size:\(\left( 200,150,250\right)\),\(\left( 230,270,100\right)\), \(\left( 180,160,260\right)\), \(\left( 150,310,140\right)\), \(\left( 130,250,220\right)\)
From: Multiview clustering of multi-omics data integration by using a penalty model
Method | \(P_{1}\) | \(P_{2}\) | \(P_{3}\) | \(P_{4}\) |
|---|---|---|---|---|
MVCPM | 0.92(0.01) | 0.93(0.00) | 0.93(0.01) | 0.89(0.02) |
MVSC | 0.91(0.01) | 0.90(0.02) | 0.77(0.06) | 0.76(0.04) |
MVCMO | 0.90(0.01) | 0.91(0.00) | 0.90(0.02) | 0.78(0.03) |
AASC | 0.56(0.56) | 0.56(0.56) | 0.56(0.56) | 0.56(0.56) |