Table 2 CNN hyperparameters
From: Deep active learning for classifying cancer pathology reports
Input length | Word embed dim | Num filters | Conv window sizes | Dropout | Optimizer | Learning rate | Batch size |
|---|---|---|---|---|---|---|---|
1500 | 300 | 100 | 3, 4, and 5 | 0.5 | Adam | 0.0001 | 128 |
From: Deep active learning for classifying cancer pathology reports
Input length | Word embed dim | Num filters | Conv window sizes | Dropout | Optimizer | Learning rate | Batch size |
|---|---|---|---|---|---|---|---|
1500 | 300 | 100 | 3, 4, and 5 | 0.5 | Adam | 0.0001 | 128 |