Skip to main content
. 2018 Jan;10(1):458–463. doi: 10.21037/jtd.2018.01.88

Table 2. Results of malignancy predictions (benign vs. malignant).

Algorithms Accuracy (%) Sensitivity (%) Specificity (%)
Random forest 95.1 99.1 58.6
Logistic regression 86.9 87.7 80.0
Decision tree 91.7 95.6 55.9
AdaBoosting 93.4 99.4 37.9
SVM 91.3 94.8 58.6
KNN 93.4 99.4 37.9

SVM, support vector machine; KNN, knearest neighbors.