Anomaly Detection in EEG Signals: A Case Study on Similarity Measure

Table 10

The accuracy results of the seven feature extraction methods using the Bern-Barcelona EEG database.

	ED	PCCD	SKLD	HD	KD	BD
DFT	0.9167	0.8833	0.8500	0.9500	0.9333	0.9667
Mean	0.5833	0.6333	0.7667	0.7833	0.7333	0.8333
RMS	0.7333	0.8833	0.8167	0.9167	0.8500	0.9333
EMD	0.6167	0.7833	0.8833	0.9167	0.8167	0.8833
DWT	0.7500	0.8333	0.8167	0.8833	0.8667	0.9000
ASR	0.7333	0.8667	0.8500	0.9333	0.7833	0.9167