MIT Press

Table 18

Emotion prediction performance of classifiers using appraisals as input(⁠ ${A^{Gold} \to E}_{model}$ ⁠, ${A^{Pred} \to E}_{model}$ ⁠).

Emotion	Discretized (1)		Scaled (2)
	$\binom{A^{Gold} \to E}{model}$	$\binom{A^{Pred} \to E}{model}$	$\binom{A^{Gold} \to E}{model}$	$\binom{A^{Pred} \to E}{model}$
	F₁	F₁	F₁	F₁
Anger	.37_±.04	.32_±.04	.37_±.01	.37_±.01
Boredom	.46_±.02	.60_±.02	.54_±.01	.52_±.01
Disgust	.36_±.03	.37_±.03	.45_±.01	.29_±.01
Fear	.26_±.03	.32_±.03	.30_±.01	.36_±.01
Guilt	.23_±.03	.19_±.03	.30_±.04	.18_±.04
Joy	.30_±.05	.30_±.05	.32_±.04	.25_±.04
No emotion	.46_±.03	.35_±.03	.46_±.02	.31_±.02
Pride	.35_±.05	.36_±.05	.33_±.05	.28_±.05
Relief	.18_±.04	.19_±.04	.21_±.04	.27_±.04
Sadness	.29_±.05	.34_±.05	.34_±.03	.32_±.03
Shame	.18_±.04	.24_±.04	.24_±.04	.31_±.04
Surprise	.44_±.03	.44_±.03	.41_±.02	.28_±.02
Trust	.24_±.02	.15_±.02	.21_±.06	.27_±.06

Macro avg.	.31_±.01	.32_±.01	.35_±.02	.31_±.02

Emotion	Discretized (1)		Scaled (2)
	$\binom{A^{Gold} \to E}{model}$	$\binom{A^{Pred} \to E}{model}$	$\binom{A^{Gold} \to E}{model}$	$\binom{A^{Pred} \to E}{model}$
	F₁	F₁	F₁	F₁
Anger	.37_±.04	.32_±.04	.37_±.01	.37_±.01
Boredom	.46_±.02	.60_±.02	.54_±.01	.52_±.01
Disgust	.36_±.03	.37_±.03	.45_±.01	.29_±.01
Fear	.26_±.03	.32_±.03	.30_±.01	.36_±.01
Guilt	.23_±.03	.19_±.03	.30_±.04	.18_±.04
Joy	.30_±.05	.30_±.05	.32_±.04	.25_±.04
No emotion	.46_±.03	.35_±.03	.46_±.02	.31_±.02
Pride	.35_±.05	.36_±.05	.33_±.05	.28_±.05
Relief	.18_±.04	.19_±.04	.21_±.04	.27_±.04
Sadness	.29_±.05	.34_±.05	.34_±.03	.32_±.03
Shame	.18_±.04	.24_±.04	.24_±.04	.31_±.04
Surprise	.44_±.03	.44_±.03	.41_±.02	.28_±.02
Trust	.24_±.02	.15_±.02	.21_±.06	.27_±.06

Macro avg.	.31_±.01	.32_±.01	.35_±.02	.31_±.02