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. 2023 Jul 4;9:e1450. doi: 10.7717/peerj-cs.1450

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.