Table 2.
Classification performance indices for electrode group variables.
Cohort 1−60 patients | Cohort 2−22 patients | |||||||
---|---|---|---|---|---|---|---|---|
Accuracy | Sensitivity | Specificity | p | Accuracy | Sensitivity | Specificity | p | |
LR | 86.7 | 88.6 | 84.0 | <0.001 | 86.4 | 83.3 | 90.0 | 0.006 |
SVM | 75.0 | 62.9 | 92.0 | 0.004 | 77.3 | 58.3 | 100.0 | 0.043 |
LDA | 65.0 | 48.6 | 88.0 | 0.147 | 45.5 | 16.7 | 80.0 | 0.879 |
LDA, linear discriminant analysis; LR, logistic regression; p, p-value calculated using one-sample binominal test; SVM, linear support vector machines.