Research Article
Prediction of Daily Blood Sampling Room Visits Based on ARIMA and SES Model
Table 4
Forecasting performance comparison of the three models during the 61st week.
| | Within a single week | Mon | Tues | Wed | Thur | Fri | Sat | Sun | Overall | Workday | Weekend |
| | ARIMA model | 0.93% | 0.16% | 0.08% | 2.78% | 0.77% | 1.33% | 17.22% | 3.32% | 4.65% | 9.28% | | SES model | 0.19% | 0.70% | 0.49% | 1.89% | 2.12% | 3.67% | 16.95% | 3.72% | 5.20% | 10.31% | | Smoothing factor | 0.099 | 0.200 | 0.006 | 0.100 | 0.003 | 0.027 | 0.199 | / | / | / | | Combinatorial model | 0.74% | 0.07% | 0.07% | 2.55% | 0.02% | 1.94% | 17.15% | 3.22% | 4.51% | 9.54% | | Prediction error | 40 | 3 | 4 | 124 | 1 | 47 | 129 | / | / | / |
|
|
