Research Article
Advantages of Combining Factorization Machine with Elman Neural Network for Volatility Forecasting of Stock Market
Table 2
Numbers of data distributed in training data and testing data under different threshold values
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| Threshold | S&P 500 | DJIA | SSEC | SZI | Training | Testing | Training | Testing | Training | Testing | Training | Testing |
| 0 | 2010 | 1009 | 2018 | 1009 | 1925 | 976 | 1926 | 976 | 0.003 | 1415 | 777 | 1426 | 756 | 1485 | 785 | 1520 | 824 | 0.006 | 987 | 585 | 945 | 544 | 1105 | 643 | 1190 | 688 | 0.009 | 663 | 455 | 622 | 431 | 817 | 520 | 923 | 562 | 0.012 | 447 | 350 | 418 | 327 | 615 | 411 | 688 | 462 |
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