Fairness sex

Overall scores

	CNN14	w2v2-b	hubert-b	axlstm
Overall Score	87.5% passed tests (28 passed / 4 failed).	90.6% passed tests (29 passed / 3 failed).	100.0% passed tests (32 passed / 0 failed).	90.6% passed tests (29 passed / 3 failed).

Concordance Correlation Coeff Female

CCC female - CCC combined.

Threshold: 0.075

Data	Concordance Correlation Coeff Female
	CNN14	w2v2-b	hubert-b	axlstm
iemocap-2.3.0-full	-0.10	-0.00	0.01	-0.02
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	-0.05	-0.02	-0.01	-0.06
mean	-0.08	-0.01	0.00	-0.04

Concordance Correlation Coeff Male

CCC male - CCC combined.

Threshold: 0.075

Data	Concordance Correlation Coeff Male
	CNN14	w2v2-b	hubert-b	axlstm
iemocap-2.3.0-full	0.08	0.00	-0.01	0.02
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	0.04	0.01	0.01	0.06
mean	0.06	0.01	0.00	0.04

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]
	CNN14	w2v2-b	hubert-b	axlstm	CNN14	w2v2-b	hubert-b	axlstm	CNN14	w2v2-b	hubert-b	axlstm	CNN14	w2v2-b	hubert-b	axlstm
iemocap-2.3.0-full	-0.01	-0.01	0.02	0.33	0.01	0.01	0.01	0.03	-0.02	0.01	0.01	0.00	0.01	0.05	0.03	0.11
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard					0.06	0.12	-0.00	0.01	-0.01	-0.01	-0.00	-0.01	0.00	0.08	0.06	-0.04
mean	-0.01	-0.01	0.02	0.33	0.03	0.07	0.01	0.02	-0.01	0.00	0.01	-0.01	0.01	0.07	0.04	0.04

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]
	CNN14	w2v2-b	hubert-b	axlstm	CNN14	w2v2-b	hubert-b	axlstm	CNN14	w2v2-b	hubert-b	axlstm	CNN14	w2v2-b	hubert-b	axlstm
iemocap-2.3.0-full	0.01	0.00	-0.01	-0.17	-0.01	-0.01	-0.01	-0.03	0.03	-0.01	-0.01	-0.00	-0.01	-0.04	-0.02	-0.06
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard					-0.03	-0.06	0.00	-0.01	0.01	0.01	0.00	0.01	-0.00	-0.05	-0.04	0.03
mean	0.01	0.00	-0.01	-0.17	-0.02	-0.03	-0.01	-0.02	0.02	0.00	-0.01	0.01	-0.01	-0.04	-0.03	-0.01

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]
	CNN14	w2v2-b	hubert-b	axlstm	CNN14	w2v2-b	hubert-b	axlstm	CNN14	w2v2-b	hubert-b	axlstm	CNN14	w2v2-b	hubert-b	axlstm
iemocap-2.3.0-full	-0.11	-0.05	-0.06	0.01	0.06	0.02	0.04	0.04	0.01	0.04	0.05	0.02	-0.09	-0.01	-0.04	-0.04
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard					-0.08	-0.07	-0.03	-0.07	0.05	0.10	0.05	0.03	-0.01	-0.04	-0.01	-0.04
mean	-0.11	-0.05	-0.06	0.01	-0.01	-0.03	0.01	-0.02	0.03	0.07	0.05	0.03	-0.05	-0.03	-0.03	-0.04

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]
	CNN14	w2v2-b	hubert-b	axlstm	CNN14	w2v2-b	hubert-b	axlstm	CNN14	w2v2-b	hubert-b	axlstm	CNN14	w2v2-b	hubert-b	axlstm
iemocap-2.3.0-full	0.11	0.05	0.06	-0.01	-0.06	-0.02	-0.04	-0.04	-0.01	-0.04	-0.05	-0.02	0.09	0.01	0.04	0.04
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard					0.08	0.07	0.03	0.07	-0.05	-0.10	-0.05	-0.03	0.01	0.04	0.01	0.04
mean	0.11	0.05	0.06	-0.01	0.01	0.03	-0.01	0.02	-0.03	-0.07	-0.05	-0.03	0.05	0.03	0.03	0.04

Visualization

CNN14	w2v2-b	hubert-b	axlstm