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Table 8 Comparison of outliers detected by the three methods for the TNBC dataset

From: Comparison of methods for the detection of outliers and associated biomarkers in mislabeled omics data

Methods

Num of outliers identified

Sn_ref(%)

FPR_ref(%)

Ensemble

30

3/28 (10.7)

27/896 (3.0)

enetLTS

68

7/28 (25.0)

36/896 (6.8)

Rlogreg

109

9/28 (32.1)

100/896 (11.2)

  1. Notes: Sn_Ref and FPR_ref, which computed when the 28 suspect individuals were taken for true outliers, are as references of true sensitivity and FPR. Num of outlier, Number of outliers detected
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BMC Bioinformatics

ISSN: 1471-2105

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