Fairness sex

92.9% passed tests (26 passed / 2 failed).

Concordance Correlation Coeff Female

CCC female - CCC combined.

Threshold: 0.075

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.

Threshold: 0.075

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.

Threshold: 0.1

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.

Threshold: 0.1

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.

Threshold: 0.1

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.

Threshold: 0.1

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

Visualization

../../../_images/visualization_iemocap-2.3.0-full_female6.png
../../../_images/visualization_iemocap-2.3.0-full_male6.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard_female6.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard_male6.png