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

Table 4

Support Vector Machines with radial basis function kernel: accuracy of classification achieved for each subject (mean accuracy 69.32%).

Subject	1	2	3	4	5	6	7	8	9	10
Accuracy	73.53%	84.21%	73.81%	84.62%	69.44%	56.52%	73.21%	65.91%	61.90%	50.00%