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

Table 5

Random Forest: accuracy of classification achieved for each subject (mean accuracy 68.72%).

Subject	1	2	3	4	5	6	7	8	9	10
Accuracy	76.47%	86.84%	54.76%	84.62%	69.44%	60.87%	65.91%	78.57%	61.90%	47.83%