Table 14 Detailed composition (number of neurons) of the Convolutional Neural Networks
From: Analysis and classification of privacy-sensitive content in social media posts
Model name | Node type | Size of the emb. layer | Size of conv. layer 1 | Size of conv. layer 2 | Size of dense layer 1 | Size of dense layer 2 |
|---|---|---|---|---|---|---|
CNN1 | 1D-CNN | 100 | 256 | – | 256 | – |
CNN2 | 1D-CNN | 100 | 128 | – | 128 | – |
CNN3 | 1D-CNN | 100 | 256 | 128 | 64 | 32 |
CNN4 | 1D-CNN | 200 | 128 | 128 | 128 | 128 |