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

Table 7

Accuracy of classification achieved for each subject.

Classifier	μ
LDA	73.01%	7.85%	66.67%	79.41%
kNN	69.45%	11.28%	59.52%	80.36%
	67.29%	10.72%	56.52%	76.47%
	69.32%	11.12%	61.90%	73.81%
RF	68.72%	12.85%	60.87%	78.57%
NN	77.77%	9.08%	69.04%	86.53%