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ResearchFormerly WizWand

BCI classification on Lee 2019 (inter-subject)

74.6Balanced AccuracyTSMNet(SPDDSMBN)
62.95265.9766972.024Jun 2, 2022
Updated 8mo ago

Evaluation results

MethodLinks
TSMNet(SPDDSMBN)UDA=yes, degrees of freedom=53, classes=22022.0674.6
EEGNetUDA=no, degrees of freedom=53, classes=22022.0669.6
EEGNet+DANNUDA=yes, degrees of freedom=53, classes=22022.0669.4
FBCSP+DSS+LDAUDA=yes, degrees of freedom=53, classes=22022.0668.7
FB+TSM+LRUDA=no, degrees of freedom=53, classes=22022.0668.5
ShConvNetUDA=no, degrees of freedom=53, classes=22022.0668.5
URPA+MDMUDA=yes, degrees of freedom=53, classes=22022.0666.7
ShConvNet+DANNUDA=yes, degrees of freedom=53, classes=22022.0666
SPDOT+TSM+SVMUDA=yes, degrees of freedom=53, classes=22022.0665.4
TSM+SVMUDA=no, degrees of freedom=53, classes=22022.0665.3
FBCSP+SVMUDA=no, degrees of freedom=53, classes=22022.0663.4