Eye Movement Signal Classification for Developing Human-Computer Interface Using Electrooculogram

Table 4

Bit transfer rate of DTDNN using convolution features.

S. no.	Sub.	Bit transfer rate
		Maximum accuracy	Minimum accuracy	Mean accuracy	BTR accuracy
1	S1	93.64	86.36	90.41	80.53
2	S2	93.72	85.56	90.49	80.69
3	S3	93.74	86.36	90.40	80.51
4	S4	92.74	86.36	90.58	80.87
5	S5	93.64	85.45	90.32	80.36
6	S6	93.64	85.56	90.13	79.98
7	S7	93.64	85.45	90.59	80.89
8	S8	93.64	86.36	90.49	80.69
9	S9	93.64	85.45	90.34	80.39
10	S10	93.64	86.36	90.23	80.18
11	S11	94.55	85.56	90.47	80.65
12	S12	94.55	88.18	91.76	83.24
13	S13	94.55	86.36	90.63	80.97
14	S14	94.55	85.45	90.86	81.42
15	S15	93.64	86.36	90.50	80.71
16	S16	94.55	85.55	90.59	80.89
17	S17	93.64	86.36	90.54	80.79
18	S18	93.64	86.36	90.59	80.89
19	S19	93.64	85.45	90.58	80.87
20	S20	94.55	86.36	90.73	81.16