表 1. 8 The performance of 8 algorithms decoding the ErrP signal in dataset 1 and dataset 2.

8 种算法解码数据集 1 与数据集 2 中 ErrP 信号的表现

算法	曲线下面积（%）			平衡正确（%）			真阳性率（%）
	数据集 1	数据集 2		数据集 1	数据集 2		数据集 1	数据集 2
LDA	65.64 ± 7.39	64.81 ± 5.54		65.64 ± 7.39	64.81 ± 5.54		56.75 ± 12.00	56.97 ± 7.54
BLDA	74.48 ± 12.34	85.27 ± 6.80		67.31 ± 9.07	73.65 ± 5.28		71.61 ± 14.38	87.13 ± 7.17
SWLDA	77.19 ± 10.48	84.53 ± 7.32		69.73 ± 9.39	70.09 ± 7.83		73.88 ± 15.39	43.14 ± 15.17
SKLDA	76.41 ± 10.72	82.96 ± 7.40		70.06 ± 9.15	73.28 ± 5.06		65.97 ± 16.15	83.85 ± 10.67
LSVM	75.97 ± 8.77	83.11 ± 6.38		68.63 ± 8.15	73.69 ± 6.21		56.32 ± 14.49	58.93 ± 9.72
PSVM	77.17 ± 8.47	83.33 ± 6.32		69.24 ± 8.05	73.89 ± 6.19		55.50 ± 15.36	58.96 ± 9.70
LR	68.70 ± 8.28	73.51 ± 6.43		67.74 ± 7.78	71.56 ± 5.96		57.12 ± 12.43	64.51 ± 9.58
DCPM	82.60 ± 9.47	83.69 ± 10.02		76.02 ± 8.47	76.59 ± 8.88		77.10 ± 10.26	77.54 ± 8.75