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Table 3 Paired Wilcoxon rank test of prediction errors from three RFs, using Replicates 1–100

From: Two-stage approach for identifying single-nucleotide polymorphisms associated with rheumatoid arthritis using random forests and Bayesian networks

 

Training data

Test data

Comparison of prediction errors

p-Value

Difference in median

p-Value

Difference in median

ITbp vs. ITtop50

3.94 × 10-18

-1.40

9.09 × 10-10

0.43

ITbp vs. IT0

3.95 × 10-18

-3.33

2.57 × 10-12

-0.73

ITtop50 vs. IT0

3.94 × 10-18

-1.87

1.20 × 10-17

-2.10