A Comparison between BCI Simulation and Neurofeedback for Forward/Backward Navigation in Virtual Reality

Table 2

A comparison between session 1 offline classification accuracies over PSD-Ar and BP features using different methods and across all subjects.

Subject	LDA	SVM	AR-LDA	AR-SVM	ARX-LDA	ARX-SVM
1	74.5	68.57	72.79	69.44	73.38	73.71
2	76.84	71.85	77.63	70.84	75.29	67.84
3	80.44	78.88	78.88	75.82	78.88	76.5
4	73.38	67.75	74.91	66.5	73.38	72.13
5	69.79	65.35	64.5	65	68.88	66.69
6	69.5	67.16	68.25	69.91	71.47	63.38
7	79.82	71.07	73.38	60.75	77.52	70.69
8	77.54	72.47	74.5	75.57	75.6	77.57
9	81.54	71.69	75.29	71.69	76.5	70.07
10	77.79	67.32	74.35	66.85	76.85	68.44
AV	76.11	70.21	73.45	69.24	74.77	71.2
STDEV	4.23	3.89	4.24	4.66	3.02	3.72