Table 2
The parameters of the comparative models
| Comparative model | Parameters |
|---|---|
| ARIMA | p: 5; d: 1; q: 4 |
| TAR | n: 5; k: 5.371 |
| SVM |  : 25.741;  : 18.007 |
| LSTM | number of input nodes: 150; number of output nodes: 50; mini batch size: 16; L1: 200; L2: 200 |
| MEED-ARIMA | IMF1(p: 3; d: 2; q: 2); IMF2 (p: 3; d: 1; q: 2; IMF3 (p: 3; d: 1; q: 2); Trend (p: 3; d: 1; q: 2) |
| Comparative model | Parameters |
|---|---|
| ARIMA | p: 5; d: 1; q: 4 |
| TAR | n: 5; k: 5.371 |
| SVM | : 25.741; : 18.007 |
| LSTM | number of input nodes: 150; number of output nodes: 50; mini batch size: 16; L1: 200; L2: 200 |
| MEED-ARIMA | IMF1(p: 3; d: 2; q: 2); IMF2 (p: 3; d: 1; q: 2; IMF3 (p: 3; d: 1; q: 2); Trend (p: 3; d: 1; q: 2) |