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Table 5 LVQ single classifier error rate for large set of ASSR ensemble averaged sweeps

From: 40-Hz ASSR fusion classification system for observing sleep patterns

Training subjects

Test subject

Training sweeps

Test sweeps

Error

A, B, C, D, E, F, G

H

7,000(500 W0 + 500 N3) × 7

1,000(500 W0 + 500 N3)

7%

A, B, C, D, E, F, H

G

7,000(500 W0 + 500 N3) × 7

1,000(500 W0 + 500 N3)

0%

A, B, C, D, E, G, H

F

7,000(500 W0 + 500 N3) × 7

1,000(500 W0 + 500 N3)

0%

A, B, C, D, F, G, H

E

7,000(500 W0 + 500 N3) × 7

1,000(500 W0 + 500 N3)

6.6%

A, B, C, E, F, G, H

D

7,000(500 W0 + 500 N3) × 7

1,000(500 W0 + 500 N3)

0%

A, B, D, E, F, G, H

C

7,000(500 W0 + 500 N3) × 7

1,000(500 W0 + 500 N3)

0%

A, C, D, E, F, G, H

B

7,000(500 W0 + 500 N3) × 7

1,000(500 W0 + 500 N3)

0%

B, C, D, E, F, G, H

A

7,000(500 W0 + 500 N3) × 7

1,000(500 W0 + 500 N3)

5.5%

  1. Of different training and test subjects for channel Fz-A1A2.