Research Article
A Robust Text Classifier Based on Denoising Deep Neural Network in the Analysis of Big Data
Table 2
Text classification performance of DDNN with different parameters.
| Learning rate | DAE | RBM | Accuracy |
| 0.01 | 1600 | 1500 | 600 | 100 | 0.9640 | 1700 | 1500 | 700 | 100 | 0.9700 | 1800 | 1500 | 800 | 100 | 0.9686 |
| 0.02 | 1600 | 1500 | 600 | 100 | 0.9655 | 1700 | 1500 | 700 | 100 | 0.9654 | 1800 | 1500 | 800 | 100 | 0.9670 |
| 0.03 | 1600 | 1500 | 600 | 100 | 0.9625 | 1700 | 1500 | 700 | 100 | 0.9627 | 1800 | 1500 | 800 | 100 | 0.9491 |
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