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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