Table 4.
Decision tree mean accuracy (depth = 5).
| Category | 60:40 | 70:30 | 80:20 | 90:10 |
|---|---|---|---|---|
| Random | ||||
| Gini | 81.97 | 80.80 | 82.76 | 83.91 |
| Std. Dev | 5.408 | 4.826 | 7.267 | 6.712 |
| Entropy | 82.81 | 80.70 | 83.34 | 83.30 |
| Std. Dev | 3.836 | 4.951 | 5.360 | 8.596 |
| Best | ||||
| Gini | 84.00 | 83.00 | 93.00 | 88.00 |
| Std. Dev | 0.000 | 0.000 | 0.000 | 0.000 |
| Entropy | 83.44 | 86.56 | 89.00 | 88.00 |
| Std. Dev | 0.499 | 0.499 | 0.000 | 0.000 |