BMC Proceedings

Table 2 Prediction error for random forest analyses

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

	IT_bp		IT_top50		IT₀
Statistics	Training	Test	Training	Test	Training	Test	CaMML Test
Mean	11.28	14.05	12.73	13.60	14.60	14.73	12.42
SD	0.83	0.90	0.95	0.85	0.96	0.91	0.97
Min	9.80	12.20	10.93	11.60	12.27	12.20	10.35
Max	14.73	16.87	16.00	15.47	18.00	16.53	16.00
p-Value^a	5.26 × 10^-18		1.35 × 10^-9		0.25
Difference in median	-2.77		-0.93		-0.17

^ap-Value of the paired Wilcoxon rank test comparing training and test data prediction error.

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ISSN: 1753-6561

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