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Table 2 Statistical comparison of accuracies of scoring criteria

From: Learning genetic epistasis using Bayesian network scoring criteria

 

Scoring Criterion

p-value

1

score α = 15

NA

2

score α = 12

0.996

3

score α = 18

0.076

4

score α = 9

0.046

5

score α = 21

4.086 × 10-8

6

score α = 6

3.468 × 10-14

7

score MML 1

1.200 × 10-20

  1. P-values obtained by comparing the accuracy of the highest ranking scoring criterion (scoreα = 15) with the next six highest ranking scoring criteria using the McNemar chi-square test. Each p-value is obtained by comparing the accuracies for 28,000 data sets.