Correctness classification

38.0% passed tests (38 passed / 62 failed).

Precision Per Class

Threshold: 0.5

Data

anger

happiness

neutral

sadness

crema-d-1.2.0-emotion.categories.test.gold_standard

0.56

0.45

0.78

0.07

danish-emotional-speech-1.1.1-emotion.test

0.55

0.77

0.26

0.36

emodb-1.2.0-emotion.categories.test.gold_standard

0.62

0.11

0.77

0.72

emovo-1.2.1-emotion.test

0.54

0.21

0.57

0.45

iemocap-2.3.0-emotion.categories.test.gold_standard

0.79

0.43

0.43

0.30

meld-1.3.1-emotion.categories.test.gold_standard

0.23

0.16

0.70

0.19

msppodcast-2.6.0-emotion.categories.test-1.gold_standard

0.24

0.66

0.65

0.14

msppodcast-2.6.0-emotion.categories.test-2.gold_standard

0.09

0.52

0.66

0.06

polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard

0.47

0.00

0.52

0.48

ravdess-1.1.2-emotion.speech.test

0.56

0.00

0.16

0.45

mean

0.47

0.33

0.55

0.32

Recall Per Class

Threshold: 0.5

Data

anger

happiness

neutral

sadness

crema-d-1.2.0-emotion.categories.test.gold_standard

0.76

0.07

0.04

0.92

danish-emotional-speech-1.1.1-emotion.test

0.35

0.19

0.27

0.75

emodb-1.2.0-emotion.categories.test.gold_standard

1.00

0.04

0.37

0.67

emovo-1.2.1-emotion.test

0.82

0.07

0.24

0.79

iemocap-2.3.0-emotion.categories.test.gold_standard

0.69

0.11

0.20

0.74

meld-1.3.1-emotion.categories.test.gold_standard

0.74

0.21

0.09

0.37

msppodcast-2.6.0-emotion.categories.test-1.gold_standard

0.55

0.48

0.45

0.55

msppodcast-2.6.0-emotion.categories.test-2.gold_standard

0.47

0.19

0.54

0.34

polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard

0.80

0.00

0.60

0.55

ravdess-1.1.2-emotion.speech.test

0.75

0.00

0.25

0.62

mean

0.69

0.14

0.31

0.63

Unweighted Average Precision

Threshold: 0.5

Data

Unweighted Average Precision

crema-d-1.2.0-emotion.categories.test.gold_standard

0.46

danish-emotional-speech-1.1.1-emotion.test

0.48

emodb-1.2.0-emotion.categories.test.gold_standard

0.55

emovo-1.2.1-emotion.test

0.45

iemocap-2.3.0-emotion.categories.test.gold_standard

0.49

meld-1.3.1-emotion.categories.test.gold_standard

0.32

msppodcast-2.6.0-emotion.categories.test-1.gold_standard

0.42

msppodcast-2.6.0-emotion.categories.test-2.gold_standard

0.33

polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard

0.37

ravdess-1.1.2-emotion.speech.test

0.29

mean

0.42

Unweighted Average Recall

Threshold: 0.5

Data

Unweighted Average Recall

crema-d-1.2.0-emotion.categories.test.gold_standard

0.45

danish-emotional-speech-1.1.1-emotion.test

0.39

emodb-1.2.0-emotion.categories.test.gold_standard

0.52

emovo-1.2.1-emotion.test

0.48

iemocap-2.3.0-emotion.categories.test.gold_standard

0.44

meld-1.3.1-emotion.categories.test.gold_standard

0.35

msppodcast-2.6.0-emotion.categories.test-1.gold_standard

0.51

msppodcast-2.6.0-emotion.categories.test-2.gold_standard

0.38

polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard

0.49

ravdess-1.1.2-emotion.speech.test

0.41

mean

0.44

Visualization

../../../_images/visualization_crema-d-1.2.0-emotion.categories.test.gold_standard42.png
../../../_images/visualization_danish-emotional-speech-1.1.1-emotion.test32.png
../../../_images/visualization_emodb-1.2.0-emotion.categories.test.gold_standard32.png
../../../_images/visualization_emovo-1.2.1-emotion.test42.png
../../../_images/visualization_iemocap-2.3.0-emotion.categories.test.gold_standard42.png
../../../_images/visualization_meld-1.3.1-emotion.categories.test.gold_standard52.png
../../../_images/visualization_msppodcast-2.6.0-emotion.categories.test-1.gold_standard30.png
../../../_images/visualization_msppodcast-2.6.0-emotion.categories.test-2.gold_standard10.png
../../../_images/visualization_polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard32.png
../../../_images/visualization_ravdess-1.1.2-emotion.speech.test32.png