EEG-Based Closed-Loop Neurofeedback for Attention Monitoring and Training in Young Adults

Table 3

Average accuracy rates (%) of various algorithms for five levels of attention in online experiments.

Algorithm	SVM	KNN	AdaBoost	ET	RF	IRF
Accuracy (%)	48.52 ± 5.35	50.49 ± 4.26	62.62 ± 4.70	72.95 ± 5.38	73.14 ± 5.93	79.06 ± 6.47