Automatic Essay Scoring on ASAP In-domain (5-fold cross-validation)
0.785Overall QWKHISK+BOSWE and ν-SVR
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| HISK+BOSWE and ν-SVRfeature=HISK+BOSWE, regressor=ν-SVR2018.04 | 0.785 | 0.845 | 0.729 | 0.684 | 0.829 | 0.833 | 0.83 | 0.804 | 0.729 | |
| HISK and ν-SVRfeature=HISK, regressor=ν-SVR2018.04 | 0.78 | 0.836 | 0.724 | 0.677 | 0.821 | 0.83 | 0.828 | 0.801 | 0.726 | |
| Dong et al.2018.04 | 0.764 | 0.822 | 0.682 | 0.672 | 0.814 | 0.803 | 0.811 | 0.801 | 0.705 | |
| Tay et al.2018.04 | 0.764 | 0.832 | 0.684 | 0.695 | 0.788 | 0.815 | 0.81 | 0.8 | 0.697 | |
| BOSWE and ν-SVRfeature=BOSWE, regressor=ν-SVR2018.04 | 0.756 | 0.788 | 0.689 | 0.667 | 0.809 | 0.824 | 0.824 | 0.766 | 0.679 | |
| Human2018.04 | 0.754 | 0.721 | 0.814 | 0.769 | 0.851 | 0.753 | 0.776 | 0.721 | 0.629 | |
| Dong and Zhang2018.04 | 0.734 | — | — | — | — | — | — | — | — | |
| Phandi et al.2018.04 | 0.705 | 0.761 | 0.606 | 0.621 | 0.742 | 0.784 | 0.775 | 0.73 | 0.617 |