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Table 12 Results of Ensemble three models for the original TNBC data and subset with outliers removed

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

Dataset

EN

SPLS-DA

SGPLS

Model size**

MR#

Model size

MR

Model

MR

Original data

248

0.012

22

0.064

31

0.059

Subset*

83

0.000

87

0.008

16

0.015

  1. *: This subset is the original data set after removing 68 outliers identified by enetLTS.**: Model size, number of variables. #:MR, Misclassification Rate