Research Article
Prediction of Labor Unemployment Based on Time Series Model and Neural Network Model
Table 6
Fitting results of unemployment in labor force under different models.
| | Unemployment | Unemployment rate | Actual value | Neural network model | Time series model | Actual value | Neural network model | Time series model |
| 1992 | 363.9 | 426.06 | 353.64 | 2.3 | 2.59 | 2.18 | 1993 | 420.1 | 433.63 | 390.90 | 2.6 | 2.51 | 2.30 | 1994 | 476.4 | 470.81 | 473.73 | 2.8 | 2.55 | 2.77 | 1995 | 519.6 | 521.65 | 530.09 | 2.9 | 2.68 | 2.91 | … | … | … | … | … | | … | 2018 | 926 | 953.03 | 934.00 | 4.1 | 4.13 | 4.3 | 2019 | 952 | 958.69 | 951.38 | 4.1 | 4.13 | 4.3 | 2020 | 966 | 985.38 | 987.56 | 4.1 | 4.13 | 4.2 | 2021 | 982 | 998.52 | 994.37 | 4.1 | 4.13 | 4.2 |
|
|