Table 4 Ablation study results based on voting fusion on the first impressions dataset.
From: A DLF multi-scale quantitative research method for the big five personality traits
|  | E | A | C | N | O | Avg | R² | MAE |
|---|---|---|---|---|---|---|---|---|
DWTC | 0.8712 ± 0.0033 | 0.8879 ± 0.0048 | 0.8845 ± 0.0049 | 0.8907 ± 0.0055 | 0.8771 ± 0.0041 | 0.8823 ± 0.0045 | 0.8896 ± 0.0042 | 0.1625 ± 0.0051 |
LMSA | 0.8872 ± 0.0048 | 0.8914 ± 0.0047 | 0.8908 ± 0.0062 | 0.8865 ± 0.0057 | 0.8886 ± 0.0054 | 0.8889 ± 0.0054 | 0.8895 ± 0.0062 | 0.1672 ± 0.0027 |
SWINT +LMSA | 0.8809 ± 0.0057 | 0.8856 ± 0.0041 | 0.8876 ± 0.0061 | 0.9001 ± 0.0059 | 0.9073 ± 0.0047 | 0.8923 ± 0.0053 | 0.8819 ± 0.0063 | 0.1631 ± 0.0053 |
DWTC +LMSA | 0.8929 ± 0.0039 | 0.9090 ± 0.0055 | 0.9060 ± 0.0054 | 0.9102 ± 0.0039 | 0.8959 ± 0.0059 | 0.9028 ± 0.0049 | 0.8889 ± 0.0040 | 0.1611 ± 0.0031 |
