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Table 1 The top 12 singular values of the matrix corresponding to unfolding of tensor T in Locus Link mode indicates that corresponding 12 singular vectors jointly capture only 50% of the original data.

From: Multiway modeling and analysis in stem cell systems biology

Tucker1: Top 12 Singular (cumulative) Values for Locus Link Mode Matricizing

0.115

0.178

0.233

0.277

0.318

0.356

0.391

0.422

0.449

0.473

0.496

0.515

  1. Total 243 vectors are needed to obtain 100% explained variance.