Table 5.

The five-fold cross-validation AUC and AUPRC values for the different IED detectors.

Method	AUC	AUPRC
SVMG	0.988 ± 0.01	0.615 ± 0.19
SVML	0.954 ± 0.04	0.177 ± 0.10
CART	0.856 ± 0.03	0.376 ± 0.08
k-NN	0.925 ± 0.03	0.489 ± 0.01
LDA	0.973 ± 0.01	0.159 ± 0.07
Ensemble CART	0.991 ± 0.00	0.730 ± 0.10
k-NN	0.908 ± 0.03	0.121 ± 0.01
LDA	0.971 ± 0.01	0.431 ± 0.13
CNN	0.989 ± 0.01	0.838 ± 0.04

Note: The data is reported as mean ± standard deviation.