Table 5 Optimal parameter for MLP model
Parameter | Platform | Under-sampling | Over-sampling | Imbalance | |||
|---|---|---|---|---|---|---|---|
Fold 10 | 70% | Fold 10 | 70% | Fold 10 | 70% | ||
HiddenLayers | 7 | 5 | 5 | 3 | 5 | 3 | |
Snapchat | 3 | 3 | 3 | 3 | 3 | 3 | |
5 | 3 | 5 | 3 | 5 | 5 | ||
Parameter | Platform | Under-sampling | Over-sampling | Imbalance | |||
|---|---|---|---|---|---|---|---|
Fold 10 | 70% | Fold 10 | 70% | Fold 10 | 70% | ||
HiddenLayers | 7 | 5 | 5 | 3 | 5 | 3 | |
Snapchat | 3 | 3 | 3 | 3 | 3 | 3 | |
5 | 3 | 5 | 3 | 5 | 5 | ||