DE-CNN: An Improved Identity Recognition Algorithm Based on the Emotional Electroencephalography

Table 9

Rank-1 of time interval emotion classification results.

DE-CNN	0.5–75 Hz		1–4 Hz		5-8 Hz		9–15 Hz		15–32 Hz
Rank-1	Interval	NT	Interval	NT	Interval	NT	Interval	NT	Interval	NT
Positive	0.404	0.98	0.23	0.995	0.258	0.994	0.438	0.991	0.367	0.996
Neutral	0.4	0.996	0.3	0.978	0.326	0.992	0.324	0.995	0.402	0.993
Negative	0.336	0.952	0.264	0.957	0.276	0.984	0.276	0.991	0.495	0.995