Appraisal prediction performance of text classifiers and regressors () as F1 and RMSE.
| . | Classification . | Regression . | ||
|---|---|---|---|---|
| . | . | . | . | |
| Appraisal | F1 | F1 | RMSE | RMSE |
| Suddenness | .68 | .74±.02 | 1.47 | 1.33±.05 |
| Familiarity | .53 | .79±.00 | 1.49 | 1.42±.09 |
| Event Pred. | .56 | .75±.01 | 1.46 | 1.47±.17 |
| Pleasantness | .83 | .88±.01 | 1.10 | 1.30±.06 |
| Unpleasantness | .85 | .80±.01 | 1.22 | 1.26±.05 |
| Goal Relevance | .66 | .71±.01 | 1.52 | 1.57±.17 |
| Situat. Resp. | .48 | .85±.01 | 1.55 | 1.43±.09 |
| Own Resp. | .73 | .79±.01 | 1.32 | 1.40±.11 |
| Others’ Resp. | .74 | .73±.02 | 1.54 | 1.57±.24 |
| Anticip. Conseq. | .52 | .69±.02 | 1.61 | 1.50±.11 |
| Goal Support | .67 | .81±.01 | 1.36 | 1.33±.12 |
| Urgency | .54 | .61±.03 | 1.68 | 1.43±.05 |
| Own Control | .53 | .79±.01 | 1.48 | 1.35±.08 |
| Others’ Control | .76 | .62±.01 | 1.55 | 1.36±.07 |
| Situat. Control | .51 | .87±.01 | 1.53 | 1.35±.06 |
| Accept. Conseq. | .43 | .64±.02 | 1.77 | 1.44±.06 |
| Internal Standards | .57 | .82±.01 | 1.44 | 1.36±.09 |
| External Norms | .56 | .92±.00 | 1.16 | 1.34±.15 |
| Attention | .74 | .48±.04 | 1.38 | 1.27±.07 |
| Not Consider | .54 | .77±.03 | 1.56 | 1.53±.13 |
| Effort | .61 | .70±.03 | 1.47 | 1.38±.06 |
| Average | .62 | .75±.00 | 1.46 | 1.40±.10 |
| . | Classification . | Regression . | ||
|---|---|---|---|---|
| . | . | . | . | |
| Appraisal | F1 | F1 | RMSE | RMSE |
| Suddenness | .68 | .74±.02 | 1.47 | 1.33±.05 |
| Familiarity | .53 | .79±.00 | 1.49 | 1.42±.09 |
| Event Pred. | .56 | .75±.01 | 1.46 | 1.47±.17 |
| Pleasantness | .83 | .88±.01 | 1.10 | 1.30±.06 |
| Unpleasantness | .85 | .80±.01 | 1.22 | 1.26±.05 |
| Goal Relevance | .66 | .71±.01 | 1.52 | 1.57±.17 |
| Situat. Resp. | .48 | .85±.01 | 1.55 | 1.43±.09 |
| Own Resp. | .73 | .79±.01 | 1.32 | 1.40±.11 |
| Others’ Resp. | .74 | .73±.02 | 1.54 | 1.57±.24 |
| Anticip. Conseq. | .52 | .69±.02 | 1.61 | 1.50±.11 |
| Goal Support | .67 | .81±.01 | 1.36 | 1.33±.12 |
| Urgency | .54 | .61±.03 | 1.68 | 1.43±.05 |
| Own Control | .53 | .79±.01 | 1.48 | 1.35±.08 |
| Others’ Control | .76 | .62±.01 | 1.55 | 1.36±.07 |
| Situat. Control | .51 | .87±.01 | 1.53 | 1.35±.06 |
| Accept. Conseq. | .43 | .64±.02 | 1.77 | 1.44±.06 |
| Internal Standards | .57 | .82±.01 | 1.44 | 1.36±.09 |
| External Norms | .56 | .92±.00 | 1.16 | 1.34±.15 |
| Attention | .74 | .48±.04 | 1.38 | 1.27±.07 |
| Not Consider | .54 | .77±.03 | 1.56 | 1.53±.13 |
| Effort | .61 | .70±.03 | 1.47 | 1.38±.06 |
| Average | .62 | .75±.00 | 1.46 | 1.40±.10 |