Fairness sex¶

Overall scores¶
	w2v2-b	w2v2-L	w2v2-L-robust	w2v2-L-xls-r	w2v2-L-vox
Overall Score	90.6% passed tests (29 passed / 3 failed).	96.9% passed tests (31 passed / 1 failed).	100.0% passed tests (32 passed / 0 failed).	96.9% passed tests (31 passed / 1 failed).	93.8% passed tests (30 passed / 2 failed).

Concordance Correlation Coeff Female¶

CCC female - CCC combined.

Threshold: 0.075¶
Data	Concordance Correlation Coeff Female
Data	w2v2-b	w2v2-L	w2v2-L-robust	w2v2-L-xls-r	w2v2-L-vox
iemocap-2.3.0-full	-0.00	0.00	-0.00	0.00	-0.00
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	-0.02	-0.05	-0.03	-0.05	-0.03
mean	-0.01	-0.03	-0.01	-0.03	-0.01

CCC male - CCC combined.

Threshold: 0.075¶
Data	Concordance Correlation Coeff Male
Data	w2v2-b	w2v2-L	w2v2-L-robust	w2v2-L-xls-r	w2v2-L-vox
iemocap-2.3.0-full	0.00	-0.00	0.00	-0.00	0.00
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	0.01	0.04	0.02	0.04	0.02
mean	0.01	0.02	0.01	0.02	0.01

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]
Data	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	0.05	-0.01	-0.12	0.01	0.03	0.03	0.01	0.02	0.01	0.00	-0.01	-0.01	-0.00	0.05	0.06	0.02	0.04	0.07
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard						0.12	0.08	0.02	0.10	0.11	-0.01	-0.01	-0.00	-0.01	-0.00	0.08	0.11	0.08	0.08	0.07
mean	-0.01	-0.03	0.05	-0.01	-0.12	0.07	0.06	0.03	0.06	0.07	0.00	-0.01	-0.01	-0.01	0.00	0.07	0.08	0.05	0.06	0.07

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]
Data	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	0.00	0.01	-0.02	0.00	0.04	-0.01	-0.03	-0.03	-0.01	-0.02	-0.01	-0.00	0.01	0.01	0.00	-0.04	-0.04	-0.02	-0.03	-0.05
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard						-0.06	-0.04	-0.02	-0.05	-0.06	0.01	0.01	0.01	0.01	0.00	-0.05	-0.05	-0.04	-0.04	-0.05
mean	0.00	0.01	-0.02	0.00	0.04	-0.03	-0.04	-0.03	-0.03	-0.04	0.00	0.01	0.01	0.01	0.00	-0.04	-0.04	-0.03	-0.04	-0.05

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]
Data	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	-0.04	-0.02	-0.06	-0.01	0.02	0.04	0.01	0.01	-0.00	0.04	0.03	0.03	0.04	0.04	-0.01	-0.03	0.00	-0.04	-0.01
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard						-0.07	-0.07	-0.03	-0.09	-0.07	0.10	0.09	0.05	0.09	0.08	-0.04	-0.08	-0.09	-0.07	-0.02
mean	-0.05	-0.04	-0.02	-0.06	-0.01	-0.03	-0.02	-0.01	-0.04	-0.04	0.07	0.06	0.04	0.07	0.06	-0.03	-0.06	-0.04	-0.06	-0.01

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]
Data	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	0.04	0.02	0.06	0.01	-0.02	-0.04	-0.01	-0.01	0.00	-0.04	-0.03	-0.03	-0.04	-0.04	0.01	0.03	0.00	0.04	0.01
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard						0.07	0.07	0.03	0.09	0.07	-0.10	-0.09	-0.05	-0.09	-0.08	0.04	0.08	0.09	0.07	0.02
mean	0.05	0.04	0.02	0.06	0.01	0.03	0.02	0.01	0.04	0.04	-0.07	-0.06	-0.04	-0.07	-0.06	0.03	0.06	0.04	0.06	0.01