From: Sparse multiple co-Inertia analysis with application to integrative analysis of multi -Omics data
 | # of nonzeros | Pseudo Eigenvalues | % of variability explained | |||||||
---|---|---|---|---|---|---|---|---|---|---|
 |  |  | test dataset | whole dataset | test dataset | whole dataset | ||||
 | 1st | 2nd | 1st | 1st + 2nd | 1st | 1st + 2nd | 1st | 1st + 2nd | 1st | 1st + 2nd |
mCIA | (491,488,94) | (491,488,94) | 36065.92 | 33447.03 | 282991.70 | 218372.50 | 0.088 | 0.169 | 0.129 | 0.229 |
smCIA | (250,30,20) | (100,80,15) | 31161.89 | 21283.77 | 208966.30 | 157045.80 | 0.076 | 0.127 | 0.095 | 0.167 |
ssmCIA | (300,80,15) | (400,15,30) | 34611.11 | 36793.08 | 239050.80 | 239050.80 | 0.084 | 0.173 | 0.109 | 0.218 |