Research Article
A Hybrid Approach for Identification of Deficiencies in Enterprise Internal Control
Table 3
Result of the proposed method and benchmark method.
| | Accuracy | FR rate | Precision | DR | |
| | RF | 88.92% | 11.12% | 88.96% | 88.96% | 88.96% | | gbdt | 85.77% | 11.12% | 88.84% | 82.39% | 85.51% | | PCA-RF | 87.86% | 10.00% | 85.45% | 90.00% | 87.67% | | nn | 84.18% | 16.67% | 85.24% | 81.95% | 83.57% | | knn | 85.50% | 16.59% | 87.25% | 84.64% | 85.93% | | Bayes | 85.81% | 10.00% | 81.30% | 79.00% | 85.45% | | Logistic | 85.40% | 17.29% | 88.72% | 81.67% | 85.06% | | Tree | 85.72% | 17.07% | 88.86% | 82.55% | 85.60% | | Ctree | 83.55% | 19.90% | 87.65% | 79.25% | 83.26% |
|
|
