Research Article
Arabic Sentiment Classification Using Convolutional Neural Network and Differential Evolution Algorithm
Table 8
The optimal configuration for each dataset based on the DE-CNN-TSF model.
| Dataset | Filter sizes list | Number of neurons | NFCS | Initialization mode | Dropout rate |
| ArTwitter | [2, 3, 5] | 200 | 150 | LeCun uniform | 0.2 | STD | [2, 4, 5] | 300 | 500 | LeCun uniform | 0.3 | AAQ | [8, 9] | 350 | 250 | LeCun uniform | 0.3 | ASTD-B | [5, 6, 8] | 300 | 150 | He uniform | 0.2 | AJGT | [2, 7, 8] | 400 | 400 | Normal | 0.5 |
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