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Table 3 Human emotions response after training for 10,000 epochs with NTA, CTA, and STA (Psigmf/Linear)

From: Artificial neuro fuzzy logic system for detecting human emotions

HE-STA

HE-NTA

HE-CTA

HE-BT

Output

8.3

15.4

6.48

22

1

Sadness

Happiness

Fear

Suspense

Crying

Imminent threat

11.1

16.1

11.3

20

2

Sadness

Joy

Sadness

Relief

Acute

Acute

13.8

16.1

15.4

16

3

Joy

Happiness

Joy

10.7

16

11.8

17

4

Sadness

Joy

Affection

Antic Pleasure

Acute

visual

10

16

4.52

21.1

5

Sadness anticipat

Joy

Embarrass.

Surprise

 

15.9

16.1

15.7

16.3

6

Joy

Joy

Joy

Joy

12.7

16

15.2

15.8

7

Amusem.

Joy

Happiness

Joy

10.9

10.6

3.91

13.7

8

Sadness

Sadness

Disgust

Contentment

acute

Acute

mutilation

8.29

9.54

7.13

12.8

9

Sadness

Sadness

Fear

Amusement

crying

anticipat

imminent

21

16.1

20.7

9.01

10

Surprise

Joy

Surprise

Sadness Non-cry