Research Article

A Predictive Analysis of the Business Environment of Economies along the Belt and Road Using the Fractional-Order Grey Model

Table 5

MAPE values of the testing set.

Testing set
ModelGM (1, 1)FGM (1, 1)
CountryMAPE (%)MAPE (%)

Singapore0.990.68
Georgia0.811.97
Latvia1.190.52
Estonia1.510.13
Lithuania1.521.10
Poland2.980.93
Macedonia2.850.71
Czech1.170.51
Israel1.401.89
Slovakia2.080.79
Bulgaria0.550.58
Slovenia3.340.84
Turkey1.942.44
Russia2.610.59
Qatar4.240.32
Hungary2.080.28
Montenegro2.820.31
Oman0.471.40
Bahrain7.025.96
Romania1.302.45
Croatia1.781.10
Armenia0.540.80
Belarus4.790.45
Mongolia1.940.81
Serbia4.231.49
Moldova1.822.99
Vietnam0.950.33
Kazakhstan5.550.17
Kuwait6.924.38
Indonesia0.860.19
Bosnia2.710.37
China4.584.58
Sri Lanka1.288.41
Ukraine1.401.33
Egypt6.360.37
Lebanon3.570.05
Nepal6.034.11
Kyrgyzstan1.651.65
Brunei5.585.37
Jordan10.646.97
Albania2.543.35
Maldives3.062.21
Iran1.833.12
Cambodia0.050.78
Uzbekistan4.941.70
Iraq2.151.62
Syria5.921.90
Bangladesh8.670.44
Lao PDR0.521.61
East Timor7.480.89
Myanmar6.326.16
Afghanistan6.755.60