Research Article
The Influence of Demographic Characteristics on Employee Promotion: Research Based on Data Mining and Game Theory
Table 5
Comparison of algorithm accuracy.
| | Algorithm | C4.5 | C5.0 | SVM | RF |
| | Accuracy (100% of total sample size) | 75.3% | 78.2% | 77.4% | 83.4% | | Accuracy (80% of total sample size) | 74.4% | 77.6% | 75.5% | 82.8% | | Accuracy (60% of total sample size) | 74% | 75.8% | 75.2% | 81.5% | | Accuracy (40% of total sample size) | 72.2% | 74.5% | 73.7% | 81% | | Accuracy (20% of total sample size) | 71% | 73.6% | 72.8% | 80.3% |
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