Table 3.
Ablation study on the Yahoo Webscope dataset.
A1 | A2 | A3 | A4 | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
ARIMA | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ||||
CNN | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ||||
AUC | 0.920 | 0.936 | 0.947 | 0.999 | 0.999 | 0.999 | 0.992 | 0.986 | 0.998 | 0.949 | 0.928 | 0.965 |
Ablation study on the Yahoo Webscope dataset.
A1 | A2 | A3 | A4 | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
ARIMA | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ||||
CNN | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ||||
AUC | 0.920 | 0.936 | 0.947 | 0.999 | 0.999 | 0.999 | 0.992 | 0.986 | 0.998 | 0.949 | 0.928 | 0.965 |