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ResearchFormerly WizWand

BCI classification on BNCI2015001 (inter-session)

85.8Balanced AccTSMNet(SPDDSMBN)
71.03274.86678.782.534Jun 2, 2022
Updated 8mo ago

Evaluation results

MethodLinks
TSMNet(SPDDSMBN)UDA=yes, degrees of freedom=27, classes=22022.0685.8
FBCSP+DSS+LDAUDA=yes, degrees of freedom=27, classes=22022.0684.6
FBCSP+SVMUDA=no, degrees of freedom=27, classes=22022.0681.5
FB+TSM+LRUDA=no, degrees of freedom=27, classes=22022.0680.9
URPA+MDMUDA=yes, degrees of freedom=27, classes=22022.0679.2
SPDOT-TSM+SVMUDA=yes, degrees of freedom=27, classes=22022.0677.5
TSM+SVMUDA=no, degrees of freedom=27, classes=22022.0675.7
ShConvNetUDA=no, degrees of freedom=27, classes=22022.0674.1
ShConvNet+DANNUDA=yes, degrees of freedom=27, classes=22022.0674.1
EEGNetUDA=no, degrees of freedom=27, classes=22022.0672.4
EEGNet+DANNUDA=yes, degrees of freedom=27, classes=22022.0671.6