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Table 3 Performance comparison of classifiers for detection and diagnosis using leave-one-out validation

From: Computer-aided detection (CADe) and diagnosis (CADx) system for lung cancer with likelihood of malignancy

Classifier

Sensitivity ( %)

FP

\(A_z\)

FLD

88.99

7.47

0.93, 0.79, 0.68, 0.72, 0.80

Naive Bayes

90.47

7.44

0.92, 0.80, 0.66, 0.70, 0.85

SVM

93.9

7.21

0.93, 0.78, 0.69, 0.67, 0.85

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BioMedical Engineering OnLine

ISSN: 1475-925X

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