Table 5 Summary of hyperparameters for CBNet.
Hyperparameter | Values explored | Best performing value |
---|---|---|
Filter sizes | [3, 5, 7] | 5 |
Kernel numbers | [32, 64, 128] | 64 |
Dropout rate | [0.2, 0.5, 0.7] | 0.5 |
Learning rate | [0.001, 0.01, 0.1] | 0.001 |
Hyperparameter | Values explored | Best performing value |
---|---|---|
Filter sizes | [3, 5, 7] | 5 |
Kernel numbers | [32, 64, 128] | 64 |
Dropout rate | [0.2, 0.5, 0.7] | 0.5 |
Learning rate | [0.001, 0.01, 0.1] | 0.001 |