Table 9 AUC score and Gmean based on multisource data (model 6)
From: Examining the impact of cross-domain learning on crime prediction
Model 6 | Gradient boosting | TrAdaBoost | TrResampling | |||
|---|---|---|---|---|---|---|
Season | AUC (%) | Gmean (%) | AUC (%) | Gmean (%) | AUC (%) | Gmean (%) |
1 | 70.10 | 69.71 | 65.53 | 65.52 | 66.70 | 64.98 |
2 | 70.52 | 70.52 | 65.98 | 65.84 | 66.40 | 64.90 |
3 | 68.12 | 68.04 | 65.00 | 64.88 | 64.60 | 63.40 |
4 | 69.11 | 69.07 | 64.95 | 64.92 | 65.10 | 63.65 |