Research Article
[Retracted] Optimization and Application of Random Forest Algorithm for Applied Mathematics Specialty
Table 3
Comparison of average accuracy of models under different data sets (%).
| Contrast model | Training set | Test set | Positive sample accuracy | Negative class sample accuracy | Overall accuracy | Positive sample accuracy | Negative class sample accuracy | Overall accuracy |
| RF | 95.36 | 90.01 | 93.36 | 91.96 | 86.54 | 88.17 | CART | 90.06 | 89.77 | 89.06 | 88.91 | 80.24 | 81.14 | Logit | 80.13 | 80.09 | 77.86 | 77.96 | 75.23 | 79.64 | Optimize RF | 97.63 | 95.52 | 96.17 | 92.33 | 91.69 | 94.98 |
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