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. 2017 Mar 24;12(3):e0174202. doi: 10.1371/journal.pone.0174202

Table 4. Spearman’s rank correlation coefficient of the rankings in Table 3.

Accuracy Measure MAE RMSE MASE AvgRelMAE MRAE GMRAE MAPE sMAPE UMBRAE
MAE 0.951 0.805 0.828 0.256 0.820 0.940 0.970 0.839
RMSE 0.951 0.707 0.710 0.345 0.708 0.929 0.909 0.720
MASE 0.805 0.707 0.952 0.239 0.912 0.631 0.751 0.948
AvgRelMAE 0.828 0.710 0.952 0.135 0.980 0.688 0.771 0.996
MRAE 0.256 0.345 0.239 0.135 0.077 0.143 0.156 0.133
GMRAE 0.820 0.708 0.912 0.980 0.077 0.684 0.753 0.985
MAPE 0.940 0.929 0.631 0.688 0.143 0.684 0.950 0.697
sMAPE 0.970 0.909 0.751 0.771 0.156 0.753 0.950 0.781
UMBRAE 0.839 0.720 0.948 0.996 0.133 0.985 0.697 0.781
Average 0.801 0.747 0.743 0.758 0.186 0.740 0.708 0.755 0.762