Table 3. Results of different K value on the datasets PEMSBAY and PEMSM.
| Methods | PEMSBAY (15 min) | PEMSM (15 min) | ||||
|---|---|---|---|---|---|---|
| MAE | MAPE (%) | RMSE | MAE | MAPE (%) | RMSE | |
| K = 4 | 1.420 | 3.351 | 2.651 | 1.880 | 4.408 | 3.257 |
| K = 8 | 1.419 | 3.327 | 2.623 | 1.868 | 4.396 | 3.241 |
| K = 16 | 1.408 | 3.276 | 2.605 | 1.863 | 4.337 | 3.229 |
| K = 32 | 1.414 | 3.291 | 2.600 | 1.886 | 4.430 | 3.272 |
| K = 64 | 1.409 | 3.283 | 2.597 | 1.883 | 4.381 | 3.253 |
| K = 128 | 1.403 | 3.230 | 2.582 | 1.875 | 4.367 | 3.239 |
| K = 256 | 1.403 | 3.262 | 2.591 | − − | − − | − − |
Notes.
Denotes that the experimental results cannot be obtained.