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Table 3 Gene set comparisons. VS and CLASS stand for variable selection method and classifier, respectively.

From: Machine learning techniques to identify putative genes involved in nitrogen catabolite repression in the yeast Saccharomyces cerevisiae

   F-measure (P-value)
VS CLASS Bar-Joseph et al., 2003 [4] Godard et al., 2007 [1] Scherens et al., 2006 [2]
Filter NB 0.05 2.9 × 10-16 0.09 (3.5 × 10-7) 0.06 (2.4 × 10-13)
  KNN 0.06 (9.4 × 10-9) 0.09 (4.8 × 10-5) 0.07 (1.1 × 10-7)
  SVM 0.11 (1.5 × 10-13) 0.15 (9.0 × 10-10) 0.14 (8.2 × 10-14)
Wrapper NB 0.07 (9.1 × 10-11) 0.11 (7.7 × 10-18) 0.08 (4.3 × 10-16)
  KNN 0.12 (7.7 × 10-14) 0.20 (7.0 × 10-28) 0.16 (5.2 × 10-26)
  SVM 0.13 (8.9 × 10-11) 0.16 (7.2 × 10-14) 0.13 (2.6 × 10-11)