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. 2018 Apr;10(4):2256–2267. doi: 10.21037/jtd.2018.03.123

Table 9. Summary of classification results obtained from training group by 10-fold CV on T2W and SPAIR T2W radiomic features.

Feature set Algorithm TP rate FP rate Specificity Precision Accuracy F-measure MCC
T2W SVM 0.884 0.127 0.846 0.890 0.893 0.883 0.772
ANN 0.860 0.134 0.904 0.864 0.861 0.861 0.725
SPAIR-T2W SVM 0.930 0.067 0.954 0.931 0.929 0.930 0.861
ANN 0.884 0.114 0.909 0.885 0.883 0.884 0.768

ANN, artificial neural network; SVM, support vector machine; TP, true-positive; FP, false-positive; MCC, Matthews correlation coefficient; CV, cross-validation.