Fairness sex

Overall scores

	w2v2-b	w2v2-L	w2v2-L-robust	w2v2-L-xls-r	w2v2-L-vox
Overall Score	100.0% passed tests (28 passed / 0 failed).	100.0% passed tests (28 passed / 0 failed).	85.7% passed tests (24 passed / 4 failed).	92.9% passed tests (26 passed / 2 failed).	100.0% passed tests (28 passed / 0 failed).

Concordance Correlation Coeff Female

CCC female - CCC combined.

Threshold: 0.075

Data	Concordance Correlation Coeff Female
	w2v2-b	w2v2-L	w2v2-L-robust	w2v2-L-xls-r	w2v2-L-vox
iemocap-2.3.0-full	0.02	0.02	0.03	0.02	0.02
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	0.01	-0.04	-0.03	-0.04	-0.02
mean	0.01	-0.01	0.00	-0.01	0.00

Concordance Correlation Coeff Male

CCC male - CCC combined.

Threshold: 0.075

Data	Concordance Correlation Coeff Male
	w2v2-b	w2v2-L	w2v2-L-robust	w2v2-L-xls-r	w2v2-L-vox
iemocap-2.3.0-full	-0.02	-0.02	-0.02	-0.01	-0.02
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	-0.01	0.03	0.02	0.03	0.01
mean	-0.01	0.00	0.00	0.01	-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]
	w2v2-b	w2v2-L	w2v2-L-robust	w2v2-L-xls-r	w2v2-L-vox	w2v2-b	w2v2-L	w2v2-L-robust	w2v2-L-xls-r	w2v2-L-vox	w2v2-b	w2v2-L	w2v2-L-robust	w2v2-L-xls-r	w2v2-L-vox	w2v2-b	w2v2-L	w2v2-L-robust	w2v2-L-xls-r	w2v2-L-vox
iemocap-2.3.0-full	-0.01	0.05	-0.02	0.04	0.08	0.01	0.01	0.01	0.01	0.01	0.01	0.00	0.01	0.01	0.01
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard						0.03	-0.01	-0.01	-0.03	0.01	-0.02	-0.02	-0.01	-0.03	-0.03	0.04	0.04	0.08	-0.00	0.00
mean	-0.01	0.05	-0.02	0.04	0.08	0.02	0.00	0.00	-0.01	0.01	-0.01	-0.01	0.00	-0.01	-0.01	0.04	0.04	0.08	0.00	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]
	w2v2-b	w2v2-L	w2v2-L-robust	w2v2-L-xls-r	w2v2-L-vox	w2v2-b	w2v2-L	w2v2-L-robust	w2v2-L-xls-r	w2v2-L-vox	w2v2-b	w2v2-L	w2v2-L-robust	w2v2-L-xls-r	w2v2-L-vox	w2v2-b	w2v2-L	w2v2-L-robust	w2v2-L-xls-r	w2v2-L-vox
iemocap-2.3.0-full	0.01	-0.03	0.01	-0.02	-0.04	-0.01	-0.01	-0.01	-0.01	-0.01	-0.02	-0.00	-0.02	-0.01	-0.01
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard						-0.03	0.01	0.02	0.02	-0.01	0.02	0.02	0.01	0.04	0.04	-0.03	-0.03	-0.04	0.00	-0.00
mean	0.01	-0.03	0.01	-0.02	-0.04	-0.02	0.00	0.01	0.01	-0.01	0.00	0.01	-0.01	0.01	0.01	-0.03	-0.03	-0.04	0.00	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]
	w2v2-b	w2v2-L	w2v2-L-robust	w2v2-L-xls-r	w2v2-L-vox	w2v2-b	w2v2-L	w2v2-L-robust	w2v2-L-xls-r	w2v2-L-vox	w2v2-b	w2v2-L	w2v2-L-robust	w2v2-L-xls-r	w2v2-L-vox	w2v2-b	w2v2-L	w2v2-L-robust	w2v2-L-xls-r	w2v2-L-vox
iemocap-2.3.0-full	-0.05	-0.06	-0.11	-0.08	-0.09	0.02	0.02	0.03	0.03	0.04	0.03	0.05	0.05	0.06	0.05
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard						-0.01	-0.06	0.01	-0.06	-0.05	0.09	0.06	0.03	0.05	0.06	-0.03	-0.04	-0.11	-0.10	-0.07
mean	-0.05	-0.06	-0.11	-0.08	-0.09	0.01	-0.02	0.02	-0.01	-0.01	0.06	0.06	0.04	0.06	0.06	-0.03	-0.04	-0.11	-0.10	-0.07

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]
	w2v2-b	w2v2-L	w2v2-L-robust	w2v2-L-xls-r	w2v2-L-vox	w2v2-b	w2v2-L	w2v2-L-robust	w2v2-L-xls-r	w2v2-L-vox	w2v2-b	w2v2-L	w2v2-L-robust	w2v2-L-xls-r	w2v2-L-vox	w2v2-b	w2v2-L	w2v2-L-robust	w2v2-L-xls-r	w2v2-L-vox
iemocap-2.3.0-full	0.05	0.06	0.11	0.08	0.09	-0.02	-0.02	-0.03	-0.03	-0.04	-0.03	-0.05	-0.05	-0.06	-0.05
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard						0.01	0.06	-0.01	0.06	0.05	-0.09	-0.06	-0.03	-0.05	-0.06	0.03	0.04	0.11	0.10	0.07
mean	0.05	0.06	0.11	0.08	0.09	-0.01	0.02	-0.02	0.01	0.01	-0.06	-0.06	-0.04	-0.06	-0.06	0.03	0.04	0.11	0.10	0.07

Visualization

w2v2-b	w2v2-L	w2v2-L-robust	w2v2-L-xls-r	w2v2-L-vox