Fairness pitch

Overall scores

	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-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).	100.0% passed tests (27 passed / 0 failed).

Precision Per Class High Pitch

Precision high pitch - precision combined.

Threshold: 0.1

Data	anger					happiness					neutral					sadness
	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat
msppodcast-2.6.1-emotion.categories.test-1.gold_standard	-0.02	-0.03	-0.03	-0.04	-0.02	-0.06	-0.04	-0.01	-0.05	-0.08	0.04	0.03	0.02	0.03	0.05	-0.00	-0.02	-0.03	-0.02	-0.02
mean	-0.02	-0.03	-0.03	-0.04	-0.02	-0.06	-0.04	-0.01	-0.05	-0.08	0.04	0.03	0.02	0.03	0.05	0.00	-0.02	-0.03	-0.02	-0.02

Precision Per Class Low Pitch

Precision low pitch - precision combined.

Threshold: 0.1

Data	anger					happiness					neutral					sadness
	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat
msppodcast-2.6.1-emotion.categories.test-1.gold_standard	0.02	0.05	0.08	0.11	0.04	0.06	0.06	0.03	0.08	0.06	-0.04	-0.04	-0.03	-0.02	-0.02	0.01	0.03	0.05	0.05	0.05
mean	0.02	0.05	0.08	0.11	0.04	0.06	0.06	0.03	0.08	0.06	-0.04	-0.04	-0.03	-0.02	-0.02	0.01	0.03	0.05	0.05	0.05

Precision Per Class Medium Pitch

Precision medium pitch - precision combined.

Threshold: 0.1

Data	anger					happiness					neutral					sadness
	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat
msppodcast-2.6.1-emotion.categories.test-1.gold_standard	0.01	0.01	-0.00	0.01	0.01	0.04	0.01	-0.01	0.00	0.02	0.03	0.03	0.02	0.01	-0.00	-0.01	-0.01	-0.02	-0.02	-0.01
mean	0.01	0.01	0.00	0.01	0.01	0.04	0.01	-0.01	0.00	0.02	0.03	0.03	0.02	0.01	0.00	-0.01	-0.01	-0.02	-0.02	-0.01

Recall Per Class High Pitch

Recall high pitch - recall combined.

Threshold: 0.225

Data	anger					happiness					neutral					sadness
	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat
msppodcast-2.6.1-emotion.categories.test-1.gold_standard	0.06	0.06	0.03	-0.05	0.11	0.07	0.06	0.04	0.04	-0.08	-0.16	-0.16	-0.10	-0.17	-0.22	0.04	0.02	0.03	0.07	0.21
mean	0.06	0.06	0.03	-0.05	0.11	0.07	0.06	0.04	0.04	-0.08	-0.16	-0.16	-0.10	-0.17	-0.22	0.04	0.02	0.03	0.07	0.21

Recall Per Class Low Pitch

Recall low pitch - recall combined.

Threshold: 0.225

Data	anger					happiness					neutral					sadness
	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat
msppodcast-2.6.1-emotion.categories.test-1.gold_standard	-0.13	-0.22	-0.11	-0.14	-0.17	-0.10	-0.12	-0.08	-0.08	0.05	0.11	0.12	0.10	0.16	0.16	0.04	0.17	0.14	0.12	-0.03
mean	-0.13	-0.22	-0.11	-0.14	-0.17	-0.10	-0.12	-0.08	-0.08	0.05	0.11	0.12	0.10	0.16	0.16	0.04	0.17	0.14	0.12	-0.03

Recall Per Class Medium Pitch

Recall medium pitch - recall combined.

Threshold: 0.225

Data	anger					happiness					neutral					sadness
	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat
msppodcast-2.6.1-emotion.categories.test-1.gold_standard	0.06	0.16	0.08	0.19	0.06	0.03	0.06	0.04	0.04	0.03	0.05	0.04	0.00	0.01	0.06	-0.09	-0.20	-0.17	-0.20	-0.18
mean	0.06	0.16	0.08	0.19	0.06	0.03	0.06	0.04	0.04	0.03	0.05	0.04	0.00	0.01	0.06	-0.09	-0.20	-0.17	-0.20	-0.18

Unweighted Average Recall High Pitch

UAR high pitch - UAR combined.

Threshold: 0.075

Data	Unweighted Average Recall High Pitch
	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat
msppodcast-2.6.1-emotion.categories.test-1.gold_standard	0.01	-0.01	0.00	-0.03	0.01
mean	0.01	-0.01	0.00	-0.03	0.01

Unweighted Average Recall Low Pitch

UAR low pitch - UAR combined.

Threshold: 0.075

Data	Unweighted Average Recall Low Pitch
	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat
msppodcast-2.6.1-emotion.categories.test-1.gold_standard	-0.02	-0.01	0.01	0.01	0.00
mean	-0.02	-0.01	0.01	0.01	0.00

Unweighted Average Recall Medium Pitch

UAR medium pitch - UAR combined.

Threshold: 0.075

Data	Unweighted Average Recall Medium Pitch
	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat
msppodcast-2.6.1-emotion.categories.test-1.gold_standard	0.01	0.01	-0.01	0.01	-0.01
mean	0.01	0.01	-0.01	0.01	-0.01

Visualization

w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat