Table 2.
Classification performance of the decision tree for classifying uterine activities, separately for each of the 8 channels EHG signals.
Channel | AUC | Sensitivity | Specificity | PPV | NPV | Accuracy |
---|---|---|---|---|---|---|
Ch1 | 0.75 | 0.84 | 0.78 | 0.80 | 0.83 | 0.81 |
Ch2 | 0.67 | 0.70 | 0.72 | 0.73 | 0.72 | 0.71 |
Ch3 | 0.65 | 0.68 | 0.74 | 0.74 | 0.70 | 0.71 |
Ch4 | 0.62 | 0.66 | 0.66 | 0.66 | 0.67 | 0.66 |
Ch5 | 0.70 | 0.74 | 0.76 | 0.76 | 0.75 | 0.75 |
Ch6 | 0.69 | 0.97 | 0.53 | 0.68 | 0.95 | 0.75 |
Ch7 | 0.67 | 0.65 | 0.78 | 0.76 | 0.69 | 0.72 |
Ch8 | 0.69 | 0.68 | 0.76 | 0.76 | 0.71 | 0.72 |