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Table 1 Results of Ensemble for the datasets with n = 500, p = 1,000, ε = 0.15

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

data

Model size

PSR

FDR

GM

Original data

16.06

0.533

0.003

0.714

Subset*

19.79

0.644

0.022

0.786

  1. *: This subset is the universal data set after removing outliers identified by enetLTS