Table 1.

Final test set results for RDoC positive valence symptom severity classification

ID	Method	Absent	Mild	Moderate	Severe	NMMAE
1	CNN (Sys1)	90.32	90.12	75.00	78.624	83.51
2	CNN-Ord (Sys2)	84.95	90.12	79.35	80.50	83.73
3	CNN-Wide	90.32	89.53	69.57	84.90	83.58
4	CNN-Ord-Wide	84.95	91.28	81.52	79.24	84.25
5	CNN-Wide-LIWC	90.32	88.37	70.65	85.53	83.72
6	CNN-Ord-Wide-LIWC	84.95	91.86	81.52	80.50	84.71
7	Lin-Ens	73.12	90.12	81.52	79.87	81.16
8	CNN-Ens-1: Uses models 1, 2, and 7 (Sys3)	91.40	91.86	76.09	76.10	83.86
9	CNN-Ens-2: Uses models 1, 2, 4, and 7	84.95	94.19	78.26	83.02	85.10
10	CNN-Ens-3: Uses models 1, 2, 6, and 7	84.95	94.77	82.61	79.87	85.55