Table 2.

Sub-band wise classification accuracy of FP1-F7 channel for different KNN classifiers

KNN variants	SB1	SB2	SB3	SB4	SB5	SB6	SB7	SB8
Fine KNN	71.2	80.9	78.6	71.4	45.2	62.2	53.1	51.4
Medium KNN	64	75.3	73.2	67.7	42.1	62.6	50.9	49.4
Coarse KNN	55.1	59.7	52.2	54.7	36.7	51.5	44.9	44.6
Cosine KNN	63.3	73.7	65.6	58.8	43.5	57.3	52.5	47.4
Cubic KNN	60	71.8	71.4	67	42.2	61.5	52.8	50.3
Weighted KNN	69.4	79.6	78.9	70.9	44.9	64.1	54.1	52.4