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Table 2 Performance comparison of classifiers for detection and diagnosis using 10-fold cross validation

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

Classifier

Sensitivity (%)

FP

\(A_z\)

FLD

89.2 

6.89

0.91, 0.81, 0.69, 0.70, 0.81

Naive Bayes

93.9

7.03

0.89, 0.82, 0.67, 0.70, 0.83

SVM

94.4

7.04

0.91, 0.80, 0.72, 0.67, 0.83

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BioMedical Engineering OnLine

ISSN: 1475-925X

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