Correctness classification

52.0% passed tests (52 passed / 48 failed).

Precision Per Class

Threshold: 0.5

Data

anger

happiness

neutral

sadness

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

0.38

0.29

0.81

0.09

danish-emotional-speech-1.1.1-emotion.test

0.57

0.58

0.39

0.47

emodb-1.2.0-emotion.categories.test.gold_standard

0.75

0.44

0.84

0.76

emovo-1.2.1-emotion.test

0.56

0.43

0.46

0.89

iemocap-2.3.0-emotion.categories.test.gold_standard

0.75

0.26

0.77

0.47

meld-1.3.1-emotion.categories.test.gold_standard

0.33

0.22

0.75

0.23

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

0.36

0.67

0.80

0.18

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

0.10

0.53

0.74

0.10

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

0.69

0.46

0.62

1.00

ravdess-1.1.2-emotion.speech.test

0.57

0.00

0.00

0.46

mean

0.51

0.39

0.62

0.46

Recall Per Class

Threshold: 0.5

Data

anger

happiness

neutral

sadness

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

0.72

0.29

0.11

0.87

danish-emotional-speech-1.1.1-emotion.test

0.46

0.27

0.42

0.77

emodb-1.2.0-emotion.categories.test.gold_standard

0.65

0.59

0.59

0.93

emovo-1.2.1-emotion.test

0.74

0.37

0.55

0.57

iemocap-2.3.0-emotion.categories.test.gold_standard

0.64

0.53

0.21

0.87

meld-1.3.1-emotion.categories.test.gold_standard

0.41

0.76

0.08

0.31

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

0.73

0.75

0.46

0.51

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

0.51

0.44

0.51

0.35

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

0.45

0.82

0.62

0.57

ravdess-1.1.2-emotion.speech.test

0.84

0.00

0.00

0.94

mean

0.61

0.48

0.36

0.67

Unweighted Average Precision

Threshold: 0.5

Data

Unweighted Average Precision

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

0.39

danish-emotional-speech-1.1.1-emotion.test

0.50

emodb-1.2.0-emotion.categories.test.gold_standard

0.70

emovo-1.2.1-emotion.test

0.59

iemocap-2.3.0-emotion.categories.test.gold_standard

0.56

meld-1.3.1-emotion.categories.test.gold_standard

0.38

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

0.50

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

0.37

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

0.70

ravdess-1.1.2-emotion.speech.test

0.26

mean

0.49

Unweighted Average Recall

Threshold: 0.5

Data

Unweighted Average Recall

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

0.50

danish-emotional-speech-1.1.1-emotion.test

0.48

emodb-1.2.0-emotion.categories.test.gold_standard

0.69

emovo-1.2.1-emotion.test

0.56

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

0.61

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

0.45

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

0.62

ravdess-1.1.2-emotion.speech.test

0.45

mean

0.53

Visualization

../../../_images/visualization_crema-d-1.2.0-emotion.categories.test.gold_standard23.png
../../../_images/visualization_danish-emotional-speech-1.1.1-emotion.test23.png
../../../_images/visualization_emodb-1.2.0-emotion.categories.test.gold_standard23.png
../../../_images/visualization_emovo-1.2.1-emotion.test23.png
../../../_images/visualization_iemocap-2.3.0-emotion.categories.test.gold_standard23.png
../../../_images/visualization_meld-1.3.1-emotion.categories.test.gold_standard23.png
../../../_images/visualization_msppodcast-2.6.0-emotion.categories.test-1.gold_standard1.png
../../../_images/visualization_msppodcast-2.6.0-emotion.categories.test-2.gold_standard1.png
../../../_images/visualization_polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard23.png
../../../_images/visualization_ravdess-1.1.2-emotion.speech.test23.png