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. 2020 Jul 4;9(7):2113. doi: 10.3390/jcm9072113

Table 2.

Prognostic accuracy with each predictive model.

Statistical Analysis TP FP FN TN Accuracy
Logistic Regression 44 33 78 151 63.7%
SVM 40 34 82 150 64.4%
RF 38 17 84 167 67.0%
NN 46 47 76 137 59.8%

TP, true positive; FP, false positive; FN, false negative; TN, true negative; SVM, support vector machine; RF, random forest; NN, neural network.