From: Multi-domain and multi-task prediction of extraversion and leadership from meeting videos
 | Preprocessing: | None | MRMR-45 | MTDA | |||
---|---|---|---|---|---|---|---|
 |  | Lead | Ext | Lead | Ext | Lead | Ext |
Baseline | RF | 67.6 | 74.5 | 68.6 | 75.5 | 61.8 | 72.5 |
 | SVM | 64.7 | 74.5 | 67.6 | 75.5 | 62.7 | 75.5 |
 | RIDGE | 68.6 | 75.5 | 58.8 | 70.6 | 65.6 | 70.6 |
Regularized regression | LASSO | 70.6 | 76.5 | 68.6 | 74.5 | 61.8 | 74.5 |
 | L21 | 66.7 | 72.5 | 59.8 | 72.5 | 64.7 | 73.5 |
 | TRACE | 69.6 | 72.5 | 59.8 | 72.5 | 65.7 | 71.6 |
 | ROBUST | 68.3 | 72.5 | 58.8 | 69.6 | 56.9 | 69.6 |
 | RMTFL | 69.6 | 72.5 | 59.8 | 69.6 | 64.7 | 72.5 |
 | DIRTY | 66.3 | 76.5 | 59.8 | 73.5 | 61.8 | 73.5 |