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Table 1 Comparison of SRF running times (50, 100 and 500) in the GB full dataset, the BC training and the OC training datasets

From: Splitting random forest (SRF) for determining compact sets of genes that distinguish between cancer subtypes

Cancer Running Experiment Maximum Accuracy Rate (Proportion of Increase) No. of Genes
GB 50 95.4% (.) 36
  100 96.6% (+1.2%*) 23
  500 98.9% (+3.5%**) 29
BC 50 93.6% (.) 48
  100 93.6% (+0%*) 50
  500 95.7% (+2.1%**) 32
OC 50 92.7% (.) 189
  100 94.5% (+1.8%*) 290
  500 94.5% (+1.8%**) 188
  1. *Comparison between 50 vs. 100 runs; ** Comparison between 50 vs. 500 runs.