Dataset | The number of epochs | Context-aware prediction results | ||||
---|---|---|---|---|---|---|
CCI (%) | ICI (%) | MAE | RMSE | ROC | ||
DS05 | 10 | 63.97 | 36.02 | 0.22 | 0.34 | 0.77 |
20 | 65.25 | 34.74 | 0.20 | 0.33 | 0.80 | |
30 | 66.42 | 33.57 | 0.18 | 0.32 | 0.80 | |
40 | 65.41 | 34.58 | 0.18 | 0.37 | 0.78 | |
50 | 62.89 | 37.10 | 0.19 | 0.41 | 0.72 | |
60 | 60.04 | 39.95 | 0.20 | 0.43 | 0.65 | |
70 | 60.71 | 39.28 | 0.20 | 0.43 | 0.68 | |
80 | 62.71 | 37.28 | 0.19 | 0.42 | 0.69 | |
90 | 63.13 | 36.86 | 0.18 | 0.41 | 0.72 | |
100 | 59.24 | 40.75 | 0.21 | 0.43 | 0.67 |