Skip to main content

Table 2 Comparison between the performance of different methods, when the clusters size is different across all M views, \(M=3\), \(N=150\), and cluster size: \(\left( 50,50,50\right)\), \(\left( 30,90,30\right)\), \(\left( 40,60,50\right)\)

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(0.01)

0.97(0.00)

0.97(0.01)

MVSC

0.99(0.01)

0.98(0.01)

0.94(0.12)

0.89(0.16)

MVCMO

0.99(0.01)

0.99(0.01)

0.97(0.07)

0.97(0.02)

AASC

0.73(0.00)

0.73(0.00)

0.73(0.01)

0.73(0.01)