Table 8 AUC and Gmean scores based on Vancouver and Halifax data (model 5)
From: Examining the impact of cross-domain learning on crime prediction
Model 5 | Gradient boosting | TrAdaBoost | TrResampling | |||
|---|---|---|---|---|---|---|
Season | AUC (%) | Gmean (%) | AUC (%) | Gmean (%) | AUC (%) | Gmean (%) |
1 | 70.05 | 69.74 | 65.17 | 65.15 | 66.6 | 65.17 |
2 | 70.35 | 70.35 | 65.59 | 65.49 | 66.2 | 65.11 |
3 | 67.99 | 67.87 | 63.70 | 63.57 | 64.7 | 63.56 |
4 | 68.99 | 68.96 | 64.37 | 64.26 | 65.0 | 63.82 |