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Table 4 Mean stability for selected features

From: Feature ranking and rank aggregation for automatic sleep stage classification: a comparative study

  ReliefF Fisher Chi2 IG CMIM MRMR-MID MRMR-MIQ Borda RRA
Mean stability up to 5th feature 0.50 0.80 0.79 0.73 0.20 0.72 0.82 0.39 0.65
Mean stability up to 13th feature 0.66 0.99 0.95 0.92 0.21 0.79 0.82 0.68 0.78
Mean stability up to 29th feature 0.69 0.86 0.86 0.94 0.24 0.75 0.77 0.70 0.70
  1. Italic values indicate the maximum of each row