Robustness small changes

76.0% passed tests (38 passed / 12 failed).

Percentage Unchanged Predictions Additive Tone

Threshold: 0.95

Data

Percent Unchanged Pred Additive Tone

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

0.98

emovo-1.2.1-emotion.test

0.95

iemocap-2.3.0-emotion.categories.test.gold_standard

0.95

meld-1.3.1-emotion.categories.test.gold_standard

0.97

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

0.95

mean

0.96

Percentage Unchanged Predictions Append Zeros

Threshold: 0.95

Data

Percent Unchanged Pred Append Zeros

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

0.99

emovo-1.2.1-emotion.test

0.98

iemocap-2.3.0-emotion.categories.test.gold_standard

0.98

meld-1.3.1-emotion.categories.test.gold_standard

0.97

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

0.99

mean

0.98

Percentage Unchanged Predictions Clip

Threshold: 0.95

Data

Percent Unchanged Pred Clip

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

1.00

emovo-1.2.1-emotion.test

0.98

iemocap-2.3.0-emotion.categories.test.gold_standard

0.98

meld-1.3.1-emotion.categories.test.gold_standard

0.98

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

0.99

mean

0.99

Percentage Unchanged Predictions Crop Beginning

Threshold: 0.95

Data

Percent Unchanged Pred Crop Beginning

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

0.98

emovo-1.2.1-emotion.test

0.93

iemocap-2.3.0-emotion.categories.test.gold_standard

0.96

meld-1.3.1-emotion.categories.test.gold_standard

0.93

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

0.96

mean

0.95

Percentage Unchanged Predictions Crop End

Threshold: 0.95

Data

Percent Unchanged Pred Crop End

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

1.00

emovo-1.2.1-emotion.test

0.98

iemocap-2.3.0-emotion.categories.test.gold_standard

0.99

meld-1.3.1-emotion.categories.test.gold_standard

0.96

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

0.99

mean

0.98

Percentage Unchanged Predictions Gain

Threshold: 0.95

Data

Percent Unchanged Pred Gain

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

1.00

emovo-1.2.1-emotion.test

1.00

iemocap-2.3.0-emotion.categories.test.gold_standard

0.99

meld-1.3.1-emotion.categories.test.gold_standard

1.00

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

1.00

mean

1.00

Percentage Unchanged Predictions Highpass Filter

Threshold: 0.95

Data

Percent Unchanged Pred Highpass Filter

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

0.99

emovo-1.2.1-emotion.test

0.97

iemocap-2.3.0-emotion.categories.test.gold_standard

0.98

meld-1.3.1-emotion.categories.test.gold_standard

0.97

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

0.98

mean

0.98

Percentage Unchanged Predictions Lowpass Filter

Threshold: 0.95

Data

Percent Unchanged Pred Lowpass Filter

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

0.99

emovo-1.2.1-emotion.test

0.98

iemocap-2.3.0-emotion.categories.test.gold_standard

0.99

meld-1.3.1-emotion.categories.test.gold_standard

0.97

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

0.99

mean

0.98

Percentage Unchanged Predictions Prepend Zeros

Threshold: 0.95

Data

Percent Unchanged Pred Prepend Zeros

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

0.98

emovo-1.2.1-emotion.test

0.93

iemocap-2.3.0-emotion.categories.test.gold_standard

0.95

meld-1.3.1-emotion.categories.test.gold_standard

0.92

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

0.96

mean

0.95

Percentage Unchanged Predictions White Noise

Threshold: 0.95

Data

Percent Unchanged Pred White Noise

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

0.96

emovo-1.2.1-emotion.test

0.89

iemocap-2.3.0-emotion.categories.test.gold_standard

0.88

meld-1.3.1-emotion.categories.test.gold_standard

0.95

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

0.88

mean

0.91

Visualization

../../../_images/visualization_crema-d-1.2.0-emotion.categories.test.gold_standard52.png
../../../_images/visualization_emovo-1.2.1-emotion.test52.png
../../../_images/visualization_iemocap-2.3.0-emotion.categories.test.gold_standard52.png
../../../_images/visualization_meld-1.3.1-emotion.categories.test.gold_standard68.png
../../../_images/visualization_msppodcast-2.6.0-emotion.categories.test-1.gold_standard46.png