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Table 3 Performance comparison of OmicsPLS and r.jive w.r.t. median (MAD) total elapsed time in seconds across 1000 replicates, and convergence across 100 runs

From: Integrating omics datasets with the OmicsPLS package

 

CPU time (sec)

Convergence (%)

Dimensions

OmicsPLS

r.jive

OmicsPLS

r.jive

Low (p=q=100)

0.04 (0.007)

14 (2.8)

100

9

High (p=q=104)

18 (4.1)

132 (16)

100

8

  1. For the convergence, the heterogeneity scenario U=10T was used
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BMC Bioinformatics

ISSN: 1471-2105

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