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.