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Table 2 Total runtime [s] and a total number of explored rules of sem1R algorithm for DOT, DISC, and m2801 dataset

From: Finding semantic patterns in omics data using concept rule learning with an ontology-based refinement operator

Dataset Feature selection ACC score F1 score AUC score
   Total time # of rules Total time # of rules Total time # ofrules
DOT FS_atLeastOne 303.636 107,964 22.381 26,460 142.302 52,638
  FS_onlySig 235.947 54,167 11.427 9,780 102.760 25,817
  FS_sigAtLeastOne 250.633 107,535 19.813 25,756 115.994 52,136
DISC FS_atLeastOne 10.737 102,219 8.059 178,346 60.780 609,937
  FS_onlySig 1.777 87,671 1.109 7,223 33.304 67,558
  FS_sigAtLeastOne 1.955 13,041 1.330 11,270 25.861 91,003
m2801 FS_atLeastOne 699.273 461,745 28.087 80,079 168.210 225,081
  FS_onlySig 914.283 340,039 21.594 18,787 148.992 82,456
  FS_sigAtLeastOne 802.176 433,393 18.939 32,054 123.561 124,002
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