Table 1.

Sample-level values per scoring method across methods of data treatment

		Arithmetic Mean				Geometric Mean				Average AUC				Maximum Score
Emotion	Sample-Level Scores	Untreated	Loess	Loess + Base	Loess + Base + Plasticity	Untreated	Loess	Loess + Base	Loess + Base + Plasticity	Untreated	Loess	Loess + Base	Loess + Base + Plasticity	Untreated	Loess	Loess + Base	Loess + Base + Plasticity
Anger	M	.17	.17	.11	.11	.17	.17	.11	.11	.17	.17	.11	.11	.34	.30	.20	.20
	SD	.24	.24	.21	.20	.24	.24	.21	.20	.24	.24	.21	.20	.32	.31	.27	.26
	Correlation with untreated	NA	1.00	.90	.85	NA	1.00	.90	.85	NA	1.00	.90	.85	NA	.99	.87	.83
	Correlation with same emotion trial	.80	.79	.76	.74	.79	.79	.76	.74	.79	.79	.76	.74	.78	.77	.73	.70
Disgust	M	.25	.25	.24	.23	.26	.25	.24	.24	.25	.25	.23	.23	.45	.42	.39	.38
	SD	.33	.33	.32	.31	.33	.33	.32	.31	.32	.32	.32	.30	.40	.40	.39	.38
	Correlation with untreated	NA	1.00	.98	.94	NA	1.00	.98	.94	NA	1.00	.98	.94	NA	.99	.97	.94
	Correlation with same emotion trial	.70	.70	.68	.66	.69	.69	.68	.66	.70	.70	.68	.66	.60	.63	.61	.58
Fear	M	.11	.11	.08	.08	.11	.11	.08	.08	.11	.11	.08	.08	.23	.21	.17	.16
	SD	.20	.20	.18	.18	.20	.20	.18	.18	.20	.20	.18	.17	.32	.30	.29	.28
	Correlation with untreated	NA	1.00	.90	.88	NA	1.00	.90	.88	NA	1.00	.89	.88	NA	.99	.94	.92
	Correlation with same emotion trial	.79	.79	.73	.72	.79	.79	.72	.72	.79	.79	.73	.72	.70	.70	.66	.64
Happiness	M	.43	.43	.41	.40	.43	.43	.41	.40	.42	.42	.40	.38	.63	.60	.59	.58
	SD	.36	.36	.36	.35	.36	.36	.36	.35	.36	.36	.35	.34	.38	.40	.39	.39
	Correlation with untreated	NA	1.00	.99	.97	NA	1.00	.99	.97	NA	1.00	.99	.96	NA	.99	.99	.97
	Correlation with same emotion trial	.82	.83	.83	.82	.83	.83	.83	.82	.83	.83	.82	.82	.78	.79	.79	.78
Sadness	M	.31	.31	.20	.19	.31	.31	.20	.19	.30	.30	.20	.19	.49	.44	.30	.29
	SD	.29	.29	.25	.25	.29	.29	.25	.25	.29	.29	.25	.25	.32	.33	.29	.28
	Correlation with untreated	NA	1.00	.87	.86	NA	1.00	.87	.86	NA	1.00	.87	.86	NA	.99	.87	.86
	Correlation with same emotion trial	.83	.82	.77	.77	.82	.82	.77	.77	.82	.82	.77	.77	.77	.78	.73	.72
Surprise	M	.17	.17	.16	.15	.17	.17	.16	.15	.17	.17	.15	.14	.38	.34	.32	.30
	SD	.24	.24	.23	.22	.24	.24	.23	.22	.23	.23	.23	.22	.35	.34	.34	.32
	Correlation with untreated	NA	1.00	.99	.95	NA	1.00	.99	.95	NA	1.00	.99	.95	NA	.99	.98	.94
	Correlation with same emotion trial	.80	.80	.80	.78	.80	.80	.80	.78	.80	.80	.80	.78	.72	.72	.71	.69

Note. All correlations were statistically significant at the .05 level. NA = this estimate is not applicable for that particular cell