Fairness sex¶
92.9% passed tests (26 passed / 2 failed).
Concordance Correlation Coeff Female¶
CCC female - CCC combined.
Data |
Concordance Correlation Coeff Female |
|---|---|
iemocap-2.3.0-full |
0.02 |
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard |
-0.04 |
mean |
-0.01 |
Concordance Correlation Coeff Male¶
CCC male - CCC combined.
Data |
Concordance Correlation Coeff Male |
|---|---|
iemocap-2.3.0-full |
-0.01 |
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard |
0.03 |
mean |
0.01 |
Precision Per Bin Female¶
Precision per bin female - precision per bin combined. Bins with too few samples are skipped.
Data |
(-inf, 0.25] |
(0.25, 0.5] |
(0.5, 0.75] |
(0.75, inf] |
|---|---|---|---|---|
iemocap-2.3.0-full |
0.04 |
0.01 |
0.01 |
|
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard |
-0.03 |
-0.03 |
-0.00 |
|
mean |
0.04 |
-0.01 |
-0.01 |
0.00 |
Precision Per Bin Male¶
Precision per bin male - precision per bin combined. Bins with too few samples are skipped.
Data |
(-inf, 0.25] |
(0.25, 0.5] |
(0.5, 0.75] |
(0.75, inf] |
|---|---|---|---|---|
iemocap-2.3.0-full |
-0.02 |
-0.01 |
-0.01 |
|
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard |
0.02 |
0.04 |
0.00 |
|
mean |
-0.02 |
0.01 |
0.01 |
0.00 |
Recall Per Bin Female¶
Recall per bin female - recall per bin combined. Bins with too few samples are skipped.
Data |
(-inf, 0.25] |
(0.25, 0.5] |
(0.5, 0.75] |
(0.75, inf] |
|---|---|---|---|---|
iemocap-2.3.0-full |
-0.08 |
0.03 |
0.06 |
|
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard |
-0.06 |
0.05 |
-0.10 |
|
mean |
-0.08 |
-0.01 |
0.06 |
-0.10 |
Recall Per Bin Male¶
Recall per bin male - recall per bin combined. Bins with too few samples are skipped.
Data |
(-inf, 0.25] |
(0.25, 0.5] |
(0.5, 0.75] |
(0.75, inf] |
|---|---|---|---|---|
iemocap-2.3.0-full |
0.08 |
-0.03 |
-0.06 |
|
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard |
0.06 |
-0.05 |
0.10 |
|
mean |
0.08 |
0.01 |
-0.06 |
0.10 |
