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

Table 3

Support Vector Machines with linear kernel: accuracy of classification achieved for each subject (mean accuracy 67.29%).

Subject	1	2	3	4	5	6	7	8	9	10
Accuracy	76.47%	84.21%	64.29%	80.77%	63.89%	56.52%	68.18%	69.64%	52.38%	56.52%