Table 1.

Comparison of classification accuracy (in %) for the completion of the LvR task of the proposed method with published results of the dataset 2a obtained from the BCI competition IV that included left- and right-hand movement data.

Subject	Proposed Method	Raza et al. [23]	Gramound Gaur. [24]	SR-MDRM [25]	WOLA-CSP [26]
A1	90.14%	90.28%	91.49%	90.21%	86.81%
A2	62.35%	57.64%	61.27%	63.28%	63.89%
A3	89.17%	95.14%	94.89%	96.55%	94.44%
A4	79.23%	65.97%	76.72%	76.38%	68.75%
A5	76.45%	61.11%	58.52%	65.49%	56.25%
A6	69.35%	65.28%	68.52%	69.01%	69.44%
A7	84.08%	61.11%	78.57%	81.94%	78.47%
A8	86.10%	91.67%	97.01%	95.14%	97.91%
A9	87.06%	86.11%	93.85%	93.01%	93.75%
Average	80.44%	74.92%	79.93%	81.22%	78.86%