Research Article

Decoding Attentional State to Faces and Scenes Using EEG Brainwaves

Table 4

LOBO cross-validation prediction results. Results are based on attentional state evaluation.

ParticipantAccuracy of DecodingAccuracy of Decoding
Scene [Mean(SD)]Face [Mean(SD)]

Sub180.0% (4.0%)74.0% (5.9%)

Sub284.0% (16.3%)86.5% (3.4%)

Sub375.0% (12.0%)77.5% (2.5%)

Sub467.0% (18.8%)68.5% (18.7%)

Sub572.5% (23.6%)79.5% (17.2%)

Sub681.0% (7.4%)77.5% (7.2%)

Group Average76.6% (6.3%)77.2% (5.9%)