| 分类器 | 总体精度 | 落后生 | 正常生 | 落后生F-Measure | 落后生 ROC Area | ||
| 查全率 | 查准率 | 查全率 | 查准率 | ||||
| NaiveBayes | 67.53% | 74.90% | 20.80% | 66.70% | 95.80% | 0.408 | 0.773 |
| J48 | 92.20% | 47.40% | 68.50% | 97.40% | 94.10% | 0.56 | 0.796 |
| meta-----AdBoostM1 | 90.63% | 69.40% | 54.10% | 93.10% | 96.30% | 0.608 | 0.891 |
| meta-----Bagging | 92.26% | 47.20% | 69.20% | 97.50% | 94% | 0.561 | 0.896 |
| lazy----IBK | 85.87% | 24.10% | 29.10% | 93.10% | 91.30% | 0.263 | 0.586 |
| Randomtree | 85.87% | 31.30% | 32.20% | 92.30% | 92% | 0.318 | 0.634 |
| RandomForest | 91.06% | 17.40% | 87% | 99.70% | 91.10% | 0.289 | 0.904 |
| SimpleLogistic | 93.18% | 50% | 76.90% | 98.20% | 94.40% | 0.606 | 0.926 |
| Logistic | 92.47% | 50.30% | 69.50% | 97.40% | 94.40% | 0.583 | 0.904 |
| REPTree | 91.98% | 52.10% | 64.60% | 96.70% | 94.50% | 0.577 | 0.848 |