Table 3 Random Forest Classifier Summarized results.
Category | 60:40 | 70:30 | 80:20 | 90:10 |
|---|---|---|---|---|
Random | ||||
Gini | 89.45 | 83.54 | 79.00 | 80.04 |
Standard Deviation | 5.523 | 6.405 | 0.000 | 4.679 |
Entropy | 80.41 | 82.64 | 84.00 | 83.12 |
Standard Deviation | 3.636 | 5.578 | 0.000 | 5.578 |
Best | ||||
Gini | 89.00 | 92.00 | 93.00 | 91.00 |
Standard Deviation | 0.000 | 0.925 | 0.000 | 0.000 |
Entropy | 85.05 | 81.09 | 82.00 | 92.00 |
Standard Deviation | 0.725 | 0.105 | 0.000 | 0.000 |
