Table 8.
Estimation accuracy of five methods for MQ.
| Baseline 1 | Baseline 2 | Previous Method | Proposed Method 1 | Proposed Method 2 | Support | |
|---|---|---|---|---|---|---|
| Accuracy | 0.49 | 0.53 | 0.52 | 0.55 | 0.56 | 143 |
| ine Recall | ||||||
| Bad | 0.35 | 0.05 | 0.15 | 0.14 | 0.23 | 21 |
| Neutral | 0.38 | 0.42 | 0.39 | 0.33 | 0.42 | 36 |
| Good | 0.66 | 0.61 | 0.67 | 0.74 | 0.70 | 83 |
| ine F1-measure | ||||||
| Bad | 0.36 | 0.04 | 0.16 | 0.23 | 0.45 | 21 |
| Neutral | 0.34 | 0.38 | 0.38 | 0.36 | 0.44 | 36 |
| Good | 0.66 | 0.64 | 0.67 | 0.71 | 0.69 | 83 |