Table 6 External validation result.
Model | Training data | True positive | False positive | False negative | True negative | Sensitivity | Specificity | Balanced accuracy |
|---|---|---|---|---|---|---|---|---|
GLM | ID | 25 | 6 | 4 | 194 | 86% | 97% | 92% |
BD | 26 | 21 | 3 | 179 | 90% | 90% | 90% | |
SVM | ID | 22 | 5 | 7 | 195 | 76% | 98% | 87% |
BD | 25 | 10 | 4 | 190 | 86% | 95% | 91% | |
RF | ID | 24 | 3 | 5 | 197 | 83% | 99% | 91% |
BD | 25 | 9 | 4 | 191 | 86% | 96% | 91% | |
NNET | ID | 23 | 4 | 6 | 196 | 79% | 98% | 89% |
BD | 27 | 13 | 2 | 187 | 93% | 94% | 93% |
