Correctness classification

51.0% passed tests (51 passed / 49 failed).

Precision Per Class

Threshold: 0.5

Data

anger

happiness

neutral

sadness

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

0.43

0.26

0.84

0.09

danish-emotional-speech-1.1.1-emotion.test

0.75

0.42

0.34

0.56

emodb-1.2.0-emotion.categories.test.gold_standard

0.67

0.29

0.74

1.00

emovo-1.2.1-emotion.test

0.61

0.46

0.43

0.96

iemocap-2.3.0-emotion.categories.test.gold_standard

0.78

0.28

0.67

0.53

meld-1.3.1-emotion.categories.test.gold_standard

0.35

0.23

0.69

0.28

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

0.39

0.73

0.75

0.22

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

0.14

0.59

0.72

0.12

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

0.76

0.59

0.40

0.90

ravdess-1.1.2-emotion.speech.test

0.55

0.00

0.24

0.59

mean

0.54

0.38

0.58

0.53

Recall Per Class

Threshold: 0.5

Data

anger

happiness

neutral

sadness

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

0.83

0.12

0.23

0.79

danish-emotional-speech-1.1.1-emotion.test

0.17

0.48

0.69

0.35

emodb-1.2.0-emotion.categories.test.gold_standard

0.75

0.26

0.85

0.74

emovo-1.2.1-emotion.test

0.74

0.15

0.92

0.31

iemocap-2.3.0-emotion.categories.test.gold_standard

0.69

0.37

0.44

0.81

meld-1.3.1-emotion.categories.test.gold_standard

0.41

0.60

0.29

0.33

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

0.73

0.67

0.59

0.55

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

0.49

0.41

0.68

0.25

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

0.48

0.42

0.95

0.22

ravdess-1.1.2-emotion.speech.test

0.81

0.00

0.31

0.81

mean

0.61

0.35

0.59

0.52

Unweighted Average Precision

Threshold: 0.5

Data

Unweighted Average Precision

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

0.41

danish-emotional-speech-1.1.1-emotion.test

0.52

emodb-1.2.0-emotion.categories.test.gold_standard

0.68

emovo-1.2.1-emotion.test

0.62

iemocap-2.3.0-emotion.categories.test.gold_standard

0.56

meld-1.3.1-emotion.categories.test.gold_standard

0.39

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

0.52

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

0.39

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

0.66

ravdess-1.1.2-emotion.speech.test

0.35

mean

0.51

Unweighted Average Recall

Threshold: 0.5

Data

Unweighted Average Recall

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

0.49

danish-emotional-speech-1.1.1-emotion.test

0.42

emodb-1.2.0-emotion.categories.test.gold_standard

0.65

emovo-1.2.1-emotion.test

0.53

iemocap-2.3.0-emotion.categories.test.gold_standard

0.58

meld-1.3.1-emotion.categories.test.gold_standard

0.41

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

0.63

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

0.46

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

0.52

ravdess-1.1.2-emotion.speech.test

0.48

mean

0.52

Visualization

../../../_images/visualization_crema-d-1.2.0-emotion.categories.test.gold_standard56.png
../../../_images/visualization_danish-emotional-speech-1.1.1-emotion.test40.png
../../../_images/visualization_emodb-1.2.0-emotion.categories.test.gold_standard40.png
../../../_images/visualization_emovo-1.2.1-emotion.test56.png
../../../_images/visualization_iemocap-2.3.0-emotion.categories.test.gold_standard56.png
../../../_images/visualization_meld-1.3.1-emotion.categories.test.gold_standard72.png
../../../_images/visualization_msppodcast-2.6.0-emotion.categories.test-1.gold_standard50.png
../../../_images/visualization_msppodcast-2.6.0-emotion.categories.test-2.gold_standard18.png
../../../_images/visualization_polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard40.png
../../../_images/visualization_ravdess-1.1.2-emotion.speech.test40.png