Fairness pitch

Overall scores

	CNN14-cat	w2v2-b-cat	hubert-b-cat	axlstm-cat
Overall Score	100.0% passed tests (27 passed / 0 failed).	100.0% passed tests (27 passed / 0 failed).	100.0% passed tests (27 passed / 0 failed).	96.3% passed tests (26 passed / 1 failed).

Precision Per Class High Pitch

Precision high pitch - precision combined.

Threshold: 0.1

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

Precision Per Class Low Pitch

Precision low pitch - precision combined.

Threshold: 0.1

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
msppodcast-2.6.1-emotion.categories.test-1.gold_standard	0.09	0.02	0.08	0.04	0.03	0.06	0.05	0.03	-0.07	-0.04	-0.03	-0.01	-0.00	0.01	0.04	0.04
mean	0.09	0.02	0.08	0.04	0.03	0.06	0.05	0.03	-0.07	-0.04	-0.03	-0.01	0.00	0.01	0.04	0.04

Precision Per Class Medium Pitch

Precision medium pitch - precision combined.

Threshold: 0.1

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
msppodcast-2.6.1-emotion.categories.test-1.gold_standard	-0.00	0.01	0.03	0.02	0.02	0.04	0.06	0.03	0.04	0.03	0.01	-0.01	-0.01	-0.01	-0.02	-0.02
mean	0.00	0.01	0.03	0.02	0.02	0.04	0.06	0.03	0.04	0.03	0.01	-0.01	-0.01	-0.01	-0.02	-0.02

Recall Per Class High Pitch

Recall high pitch - recall combined.

Threshold: 0.225

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
msppodcast-2.6.1-emotion.categories.test-1.gold_standard	0.05	0.06	-0.02	0.13	-0.01	0.07	0.12	0.07	-0.12	-0.16	-0.16	-0.19	0.06	0.04	0.06	0.03
mean	0.05	0.06	-0.02	0.13	-0.01	0.07	0.12	0.07	-0.12	-0.16	-0.16	-0.19	0.06	0.04	0.06	0.03

Recall Per Class Low Pitch

Recall low pitch - recall combined.

Threshold: 0.225

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
msppodcast-2.6.1-emotion.categories.test-1.gold_standard	-0.05	-0.13	-0.21	-0.25	-0.08	-0.10	-0.12	-0.04	0.04	0.11	0.14	0.15	0.14	0.04	0.07	0.08
mean	-0.05	-0.13	-0.21	-0.25	-0.08	-0.10	-0.12	-0.04	0.04	0.11	0.14	0.15	0.14	0.04	0.07	0.08

Recall Per Class Medium Pitch

Recall medium pitch - recall combined.

Threshold: 0.225

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
msppodcast-2.6.1-emotion.categories.test-1.gold_standard	0.00	0.06	0.22	0.13	0.09	0.03	0.00	-0.03	0.08	0.05	0.03	0.04	-0.20	-0.09	-0.13	-0.11
mean	0.00	0.06	0.22	0.13	0.09	0.03	0.00	-0.03	0.08	0.05	0.03	0.04	-0.20	-0.09	-0.13	-0.11

Unweighted Average Recall High Pitch

UAR high pitch - UAR combined.

Threshold: 0.075

Data	Unweighted Average Recall High Pitch
	CNN14-cat	w2v2-b-cat	hubert-b-cat	axlstm-cat
msppodcast-2.6.1-emotion.categories.test-1.gold_standard	-0.00	0.01	0.00	0.01
mean	0.00	0.01	0.00	0.01

Unweighted Average Recall Low Pitch

UAR low pitch - UAR combined.

Threshold: 0.075

Data	Unweighted Average Recall Low Pitch
	CNN14-cat	w2v2-b-cat	hubert-b-cat	axlstm-cat
msppodcast-2.6.1-emotion.categories.test-1.gold_standard	0.01	-0.02	-0.03	-0.01
mean	0.01	-0.02	-0.03	-0.01

Unweighted Average Recall Medium Pitch

UAR medium pitch - UAR combined.

Threshold: 0.075

Data	Unweighted Average Recall Medium Pitch
	CNN14-cat	w2v2-b-cat	hubert-b-cat	axlstm-cat
msppodcast-2.6.1-emotion.categories.test-1.gold_standard	-0.01	0.01	0.03	0.01
mean	-0.01	0.01	0.03	0.01

Visualization

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