Research Article
Research on Effect Evaluation of Online Advertisement Based on Resampling Method
Table 7
Different indexes after five resampling methods in group 10.
| | Random seed | Index | BOTH-DT | UNDER-DT | OVER-DT | SMOTE-DT | ROSE-DT |
| | 1 | TPR | 77.48% | 71.99% | 78.49% | 49.78% | 99.91% | | FPR | 17.42% | 18.91% | 23.17% | 17.52% | 87.58% | | R | 4.4469 | 3.8076 | 3.3875 | 2.8422 | 1.1408 |
| | 2 | TPR | 72.22% | 72.45% | 74.17% | 49.81% | 99.94% | | FPR | 20.30% | 20.11% | 17.98% | 17.79% | 87.49% | | R | 3.5581 | 3.6023 | 4.1254 | 2.7994 | 1.1424 |
| | 3 | TPR | 72.22% | 77.08% | 75.12% | 50.94% | 99.88% | | FPR | 19.83% | 19.09% | 23.54% | 19.37% | 85.73% | | R | 3.6412 | 4.0372 | 3.1912 | 2.6296 | 1.1651 |
| | 4 | TPR | 74.06% | 75.99% | 76.13% | 62.35% | 99.94% | | FPR | 19.56% | 19.37% | 20.48% | 20.39% | 86.10% | | R | 3.7871 | 3.9229 | 3.7169 | 3.0581 | 1.1608 |
| | 5 | TPR | 79.15% | 75.84% | 77.05% | 54.62% | 99.94% | | FPR | 22.61% | 21.78% | 22.80% | 24.10% | 92.86% | | R | 3.5001 | 3.4822 | 3.3795 | 2.2666 | 1.0762 |
| | Average R | 3.7867 | 3.7704 | 3.5601 | 2.7192 | 1.1371 |
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