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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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BMC Research Notes

ISSN: 1756-0500

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