Different machine learning model prediction results
| SVM | XGB | ||||||
|---|---|---|---|---|---|---|---|
| Predictive value | Predictive value | ||||||
| Aggressive | Moderate | Conservative | Aggressive | Moderate | Conservative | ||
| Real value | |||||||
| Aggressive | 5 | 4 | 0 | Aggressive | 3 | 6 | 0 |
| Moderate | 1 | 30 | 2 | Moderate | 0 | 27 | 6 |
| Conservative | 0 | 17 | 10 | Conservative | 0 | 13 | 14 |
| LR | MLP | ||||||
| Predictive value | Predictive value | ||||||
| Aggressive | Moderate | Conservative | Aggressive | Moderate | Conservative | ||
| Real value | |||||||
| Aggressive | 2 | 6 | 1 | Aggressive | 6 | 2 | 1 |
| Moderate | 3 | 23 | 7 | Moderate | 3 | 29 | 1 |
| Conservative | 1 | 15 | 11 | Conservative | 1 | 13 | 13 |
| XGB | |||||||
|---|---|---|---|---|---|---|---|
| Predictive value | |||||||
| Aggressive | Moderate | Conservative | |||||
| Aggressive | 3 | 6 | 0 | ||||
| Moderate | 0 | 27 | 6 | ||||
| Conservative | 0 | 13 | 14 | ||||
| MLP | |||||||
| Predictive value | |||||||
| Aggressive | Moderate | Conservative | |||||
| Aggressive | 6 | 2 | 1 | ||||
| Moderate | 3 | 29 | 1 | ||||
| Conservative | 1 | 13 | 13 | ||||
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