Research Article
[Retracted] GRUBin: Time-Series Forecasting-Based Efficient Garbage Monitoring and Management System for Smart Cities
Table 3
Accuracy analysis and results of LSTM time-series forecasting model.
| Training set size (days) | Forecasting set size (days) | Avg. mean absolute error (in cm) | Standard deviation (in cm) |
| 10 | 2 | 4.36 | 0.72 | 10 | 4 | 4.89 | 0.76 | 10 | 7 | 5.21 | 0.68 | 15 | 2 | 7.65 | 0.18 | 15 | 4 | 6.23 | 1.36 | 15 | 7 | 5.53 | 1.23 | 20 | 2 | 6.45 | 3.45 | 20 | 4 | 5.32 | 2.46 | 20 | 7 | 4.92 | 0.79 | 25 | 2 | 5.12 | 3.24 | 25 | 4 | 5.17 | 0.33 | 25 | 7 | 5.36 | 0.55 |
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