Table 7 Time series forecasting results on the daily number of Covid-19 cases time series.
From: Fuzzy inference-based LSTM for long-term time series prediction
Prediction length | Metric | ARIMA(2,0,4)(0,1,2) | MLP(14,5,1) | MLP-Arima8 | FLSTM(Ours) |
|---|---|---|---|---|---|
7 | MASE | 0.544 | 0.358 | 0.290 | 0.271 |
SMAPE | 0.045 | 0.030 | 0.024 | 0.021 | |
14 | MASE | 0.518 | 0.318 | 1.419 | 0.291 |
SMAPE | 0.044 | 0.027 | 0.110 | 0.024 | |
28 | MASE | 1.264 | 1.026 | 0.587 | 0.466 |
SMAPE | 0.147 | 0.118 | 0.071 | 0.054 | |
| Â | Count | 0 | 0 | 0 | 6 |
