Table 6 Hyper-parameters used in our convolutional neural network
From: BioVerbNet: a large semantic-syntactic classification of verbs in biomedicine
| Parameters | Values |
|---|---|
| Vector dimension | 200 |
| Filter sizes | 3,4 and 5 |
| Number of filters | 300 |
| Dropout probability | 0.5 |
| Minibatch size | 50 |
| Input size (in tokens) | 500 (documents), 100 (sentences) |