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Table 2 Comparing the Performance of Ignore and ASWTD_Garrote

From: Automatic artefact removal in a self-paced hybrid brain- computer interface system

Method (TPR:%, TNFPR:FPs/min)
  T dwell = 0.00 Tdwell= 0.25 T dwell = 0.50 T dwell = 0.75 T dwell = 1.00
Ignore (11.1, 2.0) (11.7, 2.0) (24.3, 2.0) (48.0, 2.0) (62.8, 2.0)
ASWTD_Garrote (22.2, 2.0) (23.7, 2.0) (35.4, 2.0) (52.5, 2.0) (66.6, 2.0)
  1. Comparing the performance of the hybrid BCI system using Ignore and ASWTD_Garrote when the classifier is trained using only clean EEG trials.