Table 2.

Performance of bad channel parameters tested on twenty files from an EGI dataset. The settings for each individual step are separated by a newline within the cell.

Bad Channel Parameters	Accuracy (780 Total Channels)	False Positive (741 Good Channels)	False Negatives (39 Bad Channels)
HAPPE 1.0 Legacy Detection	92.4%	41	18
Flatline = 5; Channel Corr = 0.1; Line Noise Ratio = 20 Spectrum = −5, 3.5 Channel Corr = 0.8; Line Noise Ratio = 6	97.6%	9	10
Flatline = 5; Channel Corr = 0.1; Line Noise Ratio = 20 Spectrum = −5, 3.5 Channel Corr = 0.75; Line Noise Ratio = 6	97.2%	7	15
Flatline = 5; Channel Corr = 0.1; Line Noise Ration = 20 Spectrum = −5, 3.5 Channel Corr = 0.8; Line Noise Ratio = 5	97.3%	11	10
Flatline = 5; Channel Corr = 0.1; Line Noise Ratio = 20 Spectrum = −4, 3.5 Channel Corr = 0.8, Line Noise Ratio = 6	97.2%	12	10
Flatline = 5; Channel Corr = 0.1; Line Noise Ratio = 20 Spectrum = −6, 3.5 Channel Corr = 0.8; Line Noise Ratio = 6	97.6%	9	10