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Table 2 Mean AUC and mean optimism VARSEL RF and SVM RFE

From: Feature selection and validated predictive performance in the domain of Legionella pneumophila: a comparative study

Technique Apparent AUC Bootstrap AUC Validated AUC Optimism
Mean 95 % CI Mean 95 % CI Mean 95 % CI
VARSELRF 0.904 0.966 [0.963; 0.969] 0.966 [0.963; 0.969] 0.000 [−0.004; 0.004]
SVMRFE 0.964 0.991 [0.990; 0.992] 0.915 [0.911; 0.919] 0.076 [0.072; 0.080]
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