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Table 2 Comparing our full method to methods which omit one technique: ten runs best validation

From: Learning to detect the onset of slow activity after a generalized tonic–clonic seizure

Method variant ROC–AUC Sensitivity Specificity Accuracy
Baseline 0.639 0.613 0.562 0.575
W/o batch z-score 0.667 0.202 0.886 0.708
W/o \(L_2\) 0.680 0.539 0.794 0.727
Batch size = 64 0.696 0.488 0.759 0.689
Batch size = 32 0.725 0.636 0.667 0.659
W/o anti-aliasing 0.728 0.505 0.774 0.704
W/o discount 0.749 0.464 0.832 0.736
Full method 0.768 0.486 0.884 0.781