Research Article
[Retracted] Smart Medical Prediction for Guidance: A Mechanism Study of Machine Learning
Table 2
Effectiveness evaluation: MAPE and RMSPE.
| | MAPE | Improving rate (%) | RMSPE | Improving rate (%) |
| Training model | RF | RF | Raw data | 0.31150 | | 0.50009 | | Data preprocessing | 0.30074 | 3.5 | 0.47092 | 5.8 | Remove Open | 0.30324 | 7.4 | 0.45849 | 10.2 | Remove National holiday | 0.27398 | 9.8 | 0.40755 | 13.0 |
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