Robustness small changes¶
62.0% passed tests (31 passed / 19 failed).
Percentage Unchanged Predictions Additive Tone¶
Data |
Percent Unchanged Pred Additive Tone |
|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.97 |
emovo-1.2.1-emotion.test |
0.95 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.96 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.98 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
0.94 |
mean |
0.96 |
Percentage Unchanged Predictions Append Zeros¶
Data |
Percent Unchanged Pred Append Zeros |
|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.94 |
emovo-1.2.1-emotion.test |
0.98 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.96 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.95 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
0.96 |
mean |
0.96 |
Percentage Unchanged Predictions Clip¶
Data |
Percent Unchanged Pred Clip |
|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.98 |
emovo-1.2.1-emotion.test |
0.99 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.97 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.98 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
0.99 |
mean |
0.98 |
Percentage Unchanged Predictions Crop Beginning¶
Data |
Percent Unchanged Pred Crop Beginning |
|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.94 |
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 |
0.93 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
0.95 |
mean |
0.94 |
Percentage Unchanged Predictions Crop End¶
Data |
Percent Unchanged Pred Crop End |
|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.99 |
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 |
0.96 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
0.99 |
mean |
0.99 |
Percentage Unchanged Predictions Gain¶
Data |
Percent Unchanged Pred Gain |
|---|---|
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 |
0.98 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
0.98 |
mean |
0.98 |
Percentage Unchanged Predictions Highpass Filter¶
Data |
Percent Unchanged Pred Highpass Filter |
|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.97 |
emovo-1.2.1-emotion.test |
0.99 |
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 |
0.97 |
mean |
0.98 |
Percentage Unchanged Predictions Lowpass Filter¶
Data |
Percent Unchanged Pred Lowpass Filter |
|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.94 |
emovo-1.2.1-emotion.test |
0.99 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.99 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.98 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
0.96 |
mean |
0.97 |
Percentage Unchanged Predictions Prepend Zeros¶
Data |
Percent Unchanged Pred Prepend Zeros |
|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.90 |
emovo-1.2.1-emotion.test |
0.95 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.93 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.92 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
0.94 |
mean |
0.93 |
Percentage Unchanged Predictions White Noise¶
Data |
Percent Unchanged Pred White Noise |
|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.96 |
emovo-1.2.1-emotion.test |
0.91 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.92 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.95 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
0.92 |
mean |
0.93 |
