Research Article
RLSTM: A New Framework of Stock Prediction by Using Random Noise for Overfitting Prevention
Table 5
Testing results of MAPE of RLSTM on SSEC.
| | | Prediction module | Prevention module | MAPE (%) |
| | (1) | SSEC | Synthetic data 1 | 0.6724 | | (2) | SSEC | Synthetic data 2 | 0.6728 | | (3) | Synthetic data 1 | Synthetic data 1 | 44.5287 | | (4) | Synthetic data 1 | Synthetic data 2 | 44.5291 | | (5) | Synthetic data 2 | Synthetic data 1 | 66.4628 | | (6) | Synthetic data 2 | Synthetic data 2 | 66.4598 |
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