Table 1 The results of decoding in three levels of pain.
From: Decoding of pain during heel lancing in human neonates with EEG signal and machine learning approach
SVM | KNN | Bagging | |
|---|---|---|---|
Accuracy | 84.4 ± 1.3 | 74.7 ± 1.4 | 82.9 ± 1.6 |
Specificity | 86.2 | 97.3 | 90.5 |
Sensitivity | 80.9 | 25.2 | 67.8 |
AUC | 0.94 | 0.89 | 0.94 |
Kappa | 0.75 | 0.62 | 0.73 |
