Fairness sex

Overall scores

	CNN14	w2v2-b	hubert-b	axlstm
Overall Score	83.3% passed tests (20 passed / 4 failed).	100.0% passed tests (24 passed / 0 failed).	100.0% passed tests (24 passed / 0 failed).	100.0% passed tests (24 passed / 0 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	0.02	-0.01	-0.00	-0.03
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	-0.08	-0.01	0.01	0.00
mean	-0.03	-0.01	0.01	-0.01

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	-0.01	0.01	0.00	0.03
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	0.10	0.01	-0.01	-0.00
mean	0.05	0.01	-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]
	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	0.13	-0.05	-0.04	0.00	-0.00	-0.01	-0.01	0.00	-0.07	-0.03	0.01	-0.02
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard					-0.01	-0.04	-0.01	-0.01	-0.02	-0.04	0.00	-0.03
mean	0.13	-0.05	-0.04	0.00	-0.01	-0.03	-0.01	-0.01	-0.05	-0.04	0.01	-0.03

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

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

Visualization

CNN14	w2v2-b	hubert-b	axlstm