Fairness sex

Overall scores

	CNN14-cat	w2v2-b-cat	hubert-b-cat	axlstm-cat
Overall Score	100.0% passed tests (36 passed / 0 failed).	100.0% passed tests (36 passed / 0 failed).	100.0% passed tests (36 passed / 0 failed).	97.2% passed tests (35 passed / 1 failed).

Precision Per Class Female

Precision female - Precision combined.

Threshold: 0.075

Data	anger				happiness				neutral				sadness
	CNN14-cat	w2v2-b-cat	hubert-b-cat	axlstm-cat	CNN14-cat	w2v2-b-cat	hubert-b-cat	axlstm-cat	CNN14-cat	w2v2-b-cat	hubert-b-cat	axlstm-cat	CNN14-cat	w2v2-b-cat	hubert-b-cat	axlstm-cat
iemocap-2.3.0-full	-0.01	-0.01	-0.01	-0.03	0.06	-0.00	0.02	0.04	0.06	0.04	0.06	-0.01	0.01	0.01	0.01	-0.03
msppodcast-2.6.0-emotion.categories.test-1.gold_standard	-0.04	-0.02	-0.02	-0.05	-0.02	-0.05	-0.03	-0.01	0.05	0.05	0.04	0.01	-0.00	-0.01	-0.02	-0.03
mean	-0.03	-0.01	-0.01	-0.04	0.02	-0.03	-0.00	0.01	0.06	0.04	0.05	0.00	0.01	0.00	-0.01	-0.03

Precision Per Class Male

Precision male - Precision combined.

Threshold: 0.075

Data	anger				happiness				neutral				sadness
	CNN14-cat	w2v2-b-cat	hubert-b-cat	axlstm-cat	CNN14-cat	w2v2-b-cat	hubert-b-cat	axlstm-cat	CNN14-cat	w2v2-b-cat	hubert-b-cat	axlstm-cat	CNN14-cat	w2v2-b-cat	hubert-b-cat	axlstm-cat
iemocap-2.3.0-full	0.01	0.02	0.01	0.03	-0.07	0.00	-0.02	-0.03	-0.06	-0.04	-0.06	0.01	-0.01	-0.01	-0.01	0.03
msppodcast-2.6.0-emotion.categories.test-1.gold_standard	0.07	0.02	0.02	0.09	0.02	0.07	0.04	0.01	-0.04	-0.03	-0.03	-0.00	0.00	0.02	0.02	0.04
mean	0.04	0.02	0.01	0.06	-0.03	0.04	0.01	-0.01	-0.05	-0.04	-0.04	0.01	-0.01	0.01	0.01	0.04

Recall Per Class Female

Recall female - Recall combined.

Threshold: 0.175

Data	anger				happiness				neutral				sadness
	CNN14-cat	w2v2-b-cat	hubert-b-cat	axlstm-cat	CNN14-cat	w2v2-b-cat	hubert-b-cat	axlstm-cat	CNN14-cat	w2v2-b-cat	hubert-b-cat	axlstm-cat	CNN14-cat	w2v2-b-cat	hubert-b-cat	axlstm-cat
iemocap-2.3.0-full	-0.04	0.02	0.03	0.01	0.03	-0.02	0.02	0.02	0.03	0.02	0.02	0.01	0.04	0.02	0.00	-0.04
msppodcast-2.6.0-emotion.categories.test-1.gold_standard	0.01	-0.05	0.01	-0.03	0.02	0.03	0.06	0.04	-0.00	-0.07	-0.08	-0.14	-0.12	-0.04	-0.01	-0.11
mean	-0.01	-0.02	0.02	-0.01	0.03	0.00	0.04	0.03	0.01	-0.03	-0.03	-0.07	-0.04	-0.01	-0.01	-0.07

Recall Per Class Male

Recall female - Recall combined.

Threshold: 0.175

Data	anger				happiness				neutral				sadness
	CNN14-cat	w2v2-b-cat	hubert-b-cat	axlstm-cat	CNN14-cat	w2v2-b-cat	hubert-b-cat	axlstm-cat	CNN14-cat	w2v2-b-cat	hubert-b-cat	axlstm-cat	CNN14-cat	w2v2-b-cat	hubert-b-cat	axlstm-cat
iemocap-2.3.0-full	0.04	-0.02	-0.03	-0.01	-0.03	0.02	-0.02	-0.02	-0.03	-0.02	-0.02	-0.01	-0.04	-0.02	0.00	0.04
msppodcast-2.6.0-emotion.categories.test-1.gold_standard	-0.01	0.05	-0.01	0.03	-0.02	-0.03	-0.06	-0.04	0.00	0.07	0.08	0.14	0.12	0.04	0.01	0.11
mean	0.01	0.02	-0.02	0.01	-0.03	-0.00	-0.04	-0.03	-0.01	0.03	0.03	0.07	0.04	0.01	0.01	0.07

Unweighted Average Recall Female

UAR Female - UAR combined.

Threshold: 0.075

Data	Unweighted Average Recall Female
	CNN14-cat	w2v2-b-cat	hubert-b-cat	axlstm-cat
iemocap-2.3.0-full	0.01	0.01	0.02	0.00
msppodcast-2.6.0-emotion.categories.test-1.gold_standard	-0.02	-0.03	-0.01	-0.06
mean	-0.01	-0.01	0.01	-0.03

Unweighted Average Recall Male

UAR Male - UAR combined.

Threshold: 0.075

Data	Unweighted Average Recall Male
	CNN14-cat	w2v2-b-cat	hubert-b-cat	axlstm-cat
iemocap-2.3.0-full	-0.01	-0.01	-0.02	-0.00
msppodcast-2.6.0-emotion.categories.test-1.gold_standard	0.02	0.03	0.01	0.06
mean	0.01	0.01	-0.01	0.03

Visualization

CNN14-cat	w2v2-b-cat	hubert-b-cat	axlstm-cat