Correctness classification¶
72.0% passed tests (72 passed / 28 failed).
Precision Per Class¶
Data |
anger |
happiness |
neutral |
sadness |
|---|---|---|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.64 |
0.64 |
0.88 |
0.12 |
danish-emotional-speech-1.1.1-emotion.test |
0.92 |
0.76 |
0.36 |
0.40 |
emodb-1.2.0-emotion.categories.test.gold_standard |
1.00 |
0.64 |
0.90 |
1.00 |
emovo-1.2.1-emotion.test |
0.75 |
0.79 |
0.44 |
0.94 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.85 |
0.34 |
0.72 |
0.60 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.43 |
0.27 |
0.77 |
0.32 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
0.36 |
0.70 |
0.81 |
0.26 |
msppodcast-2.6.0-emotion.categories.test-2.gold_standard |
0.18 |
0.51 |
0.75 |
0.13 |
polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard |
0.86 |
0.91 |
0.54 |
1.00 |
ravdess-1.1.2-emotion.speech.test |
1.00 |
0.70 |
0.37 |
0.84 |
mean |
0.70 |
0.63 |
0.65 |
0.56 |
Recall Per Class¶
Data |
anger |
happiness |
neutral |
sadness |
|---|---|---|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.81 |
0.51 |
0.43 |
0.82 |
danish-emotional-speech-1.1.1-emotion.test |
0.21 |
0.50 |
0.81 |
0.35 |
emodb-1.2.0-emotion.categories.test.gold_standard |
0.69 |
1.00 |
1.00 |
0.96 |
emovo-1.2.1-emotion.test |
0.79 |
0.39 |
0.92 |
0.36 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.69 |
0.48 |
0.58 |
0.79 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.56 |
0.79 |
0.21 |
0.35 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
0.83 |
0.77 |
0.51 |
0.57 |
msppodcast-2.6.0-emotion.categories.test-2.gold_standard |
0.53 |
0.55 |
0.51 |
0.46 |
polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard |
0.78 |
0.78 |
1.00 |
0.40 |
ravdess-1.1.2-emotion.speech.test |
0.69 |
0.59 |
0.88 |
0.66 |
mean |
0.66 |
0.64 |
0.69 |
0.57 |
Unweighted Average Precision¶
Data |
Unweighted Average Precision |
|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.57 |
danish-emotional-speech-1.1.1-emotion.test |
0.61 |
emodb-1.2.0-emotion.categories.test.gold_standard |
0.89 |
emovo-1.2.1-emotion.test |
0.73 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.63 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.44 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
0.53 |
msppodcast-2.6.0-emotion.categories.test-2.gold_standard |
0.39 |
polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard |
0.83 |
ravdess-1.1.2-emotion.speech.test |
0.73 |
mean |
0.64 |
Unweighted Average Recall¶
Data |
Unweighted Average Recall |
|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.64 |
danish-emotional-speech-1.1.1-emotion.test |
0.47 |
emodb-1.2.0-emotion.categories.test.gold_standard |
0.91 |
emovo-1.2.1-emotion.test |
0.61 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.64 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.48 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
0.67 |
msppodcast-2.6.0-emotion.categories.test-2.gold_standard |
0.51 |
polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard |
0.74 |
ravdess-1.1.2-emotion.speech.test |
0.70 |
mean |
0.64 |
