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. 2021 Aug 3;16(8):e0255579. doi: 10.1371/journal.pone.0255579

Table 6. Network selection summaries for pelvic lymph node ratio.

# Features Filtered # Network Features Selected Filtering+SCCA
Filtering Technique (# Selected in Unfiltered Network) (# Selected in Unfiltered Network) Run time (mins)
Unfiltered M = 1607, R = 174 0+ 7.3
SuMO-Fil M = 3554(0), R = 466(0) M = 648(648), R = 79(79) 0.5+ 5.3
Low Means M = 4668(226), R = 1594(105) M = 548(59), R = 20(20) <0.1+ 4.6
Low Variance M = 6749(531), R = 1933(166) M = 927(686), R = 9(7) <0.1+ 3.3

Supervised SCCA [15] was performed on the unfiltered data, after SuMO-Fil, after low mean filtering, and after low variance filtering. Run times and the number of features are summarized. Let M denote DNA methylation and R denote gene expression.