Research Article

A Machine Learning Approach to the Detection of Pilot’s Reaction to Unexpected Events Based on EEG Signals

Table 1

Linear Discriminant Analysis: accuracy of classification achieved for each subject (mean accuracy ).

Subject 1 2 3 4 5 6 7 8 9 10

Accuracy 79.41% 84.21% 78.57% 82.69% 66.67% 69.57% 68.18% 73.21% 66.67% 60.87%