eISSN 2093-744X
pISSN 1598-2645
pISSN 1598-2645
Parameters received from different layers of rumor text classification model using word vectors
| Layer (type) | Output shape | Param# |
|---|---|---|
| embedding(Embedding) | (None,93,300) | 2,724,600 |
| dropout(Dropout) | (None,93,300) | 0 |
| bidirectional(Bidirectional LSTM) | (None,93,128) | 186,880 |
| Bidirectional_1(Bidirectional LSTM) | (None,93,128) | 98,816 |
| bidirectional_2(Bidirectional LSTM) | (None,93,128) | 98,816 |
| bidirectional_3(Bidirectional LSTM) | (None,93,128) | 98,816 |
| bidirectional_4(Bidirectional LSTM) | (None,64) | 41,216 |
| dense(Dense) | (None,32) | 2,080 |
| batch_normalization(BatchNormalization) | (None,32) | 128 |
| dropout_1(Dropout) | (None,32) | 0 |
| Total params: 6,317,985 | ||
| Trainable params: 526,721 | ||
| Non-trainable params: 5,791,264 |
International Journal of Fuzzy Logic and Intelligent Systems 2022;22:325~338 https://doi.org/10.5391/IJFIS.2022.22.3.325
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