Appendix iii.
Predictive Relevance Analysis
| INDICATOR LABEL | RMSE | MAE | MAPE | Q2_predict | R2 Result of Coefficient of Determinant |
|---|---|---|---|---|---|
| ATC 204 | 1.052 | 0.849 | 43.202 | 0.015 | 0.911 |
| ATC 208 | 1.112 | 0.936 | 49.781 | 0.030 | |
| ATC 209 | 1.012 | 0.856 | 48.416 | 0.029 | |
| ATC 210 | 1.065 | 0.904 | 50.400 | 0.031 | |
| ATC 211 | 1.080 | 0.922 | 51.087 | 0.035 | |
| CRF 141 | 1.134 | 0.917 | 46.782 | 0.082 | 0.942 |
| CRF 142 | 1.035 | 0.857 | 49.811 | 0.075 | |
| CRF 143 | 1.100 | 0.900 | 49.382 | 0.098 | |
| CRF 144 | 1.107 | 0.918 | 52.287 | 0.083 | |
| CRF 145 | 1.124 | 0.932 | 52.700 | 0.079 | |
| CRF 140 | 1.227 | 1.045 | 44.189 | 0.013 | |
| CSP 192 | 1.180 | 1.001 | 54.593 | 0.013 | 0.399 |
| CSP 193 | 1.128 | 0.936 | 48.885 | 0.016 | |
| CSP 196 | 1.111 | 0.892 | 45.832 | 0.006 | |
| MVA 162 | 1.039 | 0.868 | 30.023 | 0.058 | 0.903 |
| MVA 163 | 1.144 | 0.956 | 36.677 | 0.047 | |
| MVA 164 | 1.031 | 0.843 | 29.431 | 0.040 | |
| MVA 165 | 1.133 | 0.943 | 36.418 | 0.039 | |
| MVA 166 | 1.142 | 0.954 | 36.202 | 0.026 | |
| MVA 167 | 1.161 | 0.969 | 39.900 | 0.074 | |
| MVA 168 | 1.061 | 0.876 | 31.113 | 0.033 | |
| ENVK 169 | 1.148 | 0.955 | 38.513 | 0.069 | 0.909 |
| ENVK 170 | 1.131 | 0.933 | 37.616 | 0.053 | |
| ENVK 175 | 1.063 | 0.883 | 31.767 | 0.048 | |
| ENVK 182 | 1.158 | 0.958 | 40.518 | 0.063 | |
| ENVK 185 | 1.143 | 0.933 | 40.754 | 0.058 | |
| ENVK 186 | 1.076 | 0.882 | 34.633 | 0.076 | |
| ENVK 187 | 1.030 | 0.867 | 30.666 | 0.054 | |
| ENVK 189 | 1.042 | 0.870 | 32.022 | 0.036 | |
| ECP 3 | 0.834 | 0.622 | 23.763 | 0.448 | 0.798 |
| ECP 6 | 0.857 | 0.645 | 26.383 | 0.593 | |
| ECP 8 | 0.861 | 0.664 | 24.563 | 0.419 | |
| ECP 9 | 0.828 | 0.632 | 27.309 | 0.618 | |
| ENV 36 | 0.801 | 0.631 | 26.540 | 0.529 | 0.725 |
| ENV 39 | 0.815 | 0.623 | 24.261 | 0.524 | |
| ENV 40 | 0.765 | 0.584 | 21.806 | 0.496 | |
| EQJ 54 | 0.953 | 0.760 | 36.639 | 0.236 | 0.453 |
| EQJ 55 | 0.905 | 0.709 | 36.253 | 0.276 | |
| EQJ 56 | 0.954 | 0.759 | 36.350 | 0.281 | |
| EQJ 57 | 0.912 | 0.711 | 34.586 | 0.269 | |
| EQY 213 | 1.063 | 0.864 | 44.635 | 0.026 | 0.736 |
| EQY 214 | 1.039 | 0.839 | 42.029 | 0.013 | |
| EQY 215 | 1.036 | 0.869 | 45.954 | 0.021 | |
| EQY 216 | 1.077 | 0.861 | 43.230 | 0.007 | |
| HNS 151 | 0.986 | 0.785 | 39.246 | 0.046 | 0.309 |
| HNS 153 | 0.971 | 0.791 | 39.995 | 0.038 | |
| HNS 154 | 0.978 | 0.798 | 39.729 | 0.044 | |
| HNS 155 | 1.015 | 0.803 | 37.827 | 0.067 | |
| LVC 102 | 0.980 | 0.801 | 39.481 | 0.017 | 0.588 |
| LVC 103 | 1.001 | 0.819 | 41.312 | 0.010 | |
| LVC 105 | 1.012 | 0.791 | 37.438 | 0.024 | |
| LVC 106 | 1.058 | 0.877 | 46.981 | 0.039 | |
| PLS 112 | 1.025 | 0.857 | 47.911 | 0.061 | 0.761 |
| PLS 113 | 1.007 | 0.808 | 40.098 | 0.042 | |
| PLS 114 | 0.981 | 0.804 | 42.525 | 0.043 | |
| POP 127 | 1.105 | 0.922 | 49.432 | 0.068 | 0.403 |
| POP 128 | 1.057 | 0.895 | 49.312 | 0.066 | |
| POP 129 | 1.010 | 0.838 | 45.165 | 0.050 | |
| QoL 93 | 1.071 | 0.886 | 47.538 | 0.058 | 0.625 |
| QoL 96 | 0.986 | 0.770 | 37.805 | 0.016 | |
| QoL 97 | 1.040 | 0.875 | 48.349 | 0.033 | |
| RES 73 | 0.683 | 0.525 | 22.755 | 0.699 | 0.907 |
| RES 74 | 0.649 | 0.488 | 24.565 | 0.607 | |
| RES 75 | 0.622 | 0.465 | 22.358 | 0.647 | |
| RES 76 | 0.695 | 0.544 | 23.147 | 0.657 | |
| RES 78 | 0.928 | 0.693 | 32.906 | 0.340 | |
| RES 84 | 0.876 | 0.690 | 35.364 | 0.325 | |
| SAF 67 | 0.924 | 0.720 | 35.415 | 0.310 | 0.739 |
| SAF 69 | 0.770 | 0.604 | 27.207 | 0.491 | |
| SAF 72 | 0.694 | 0.540 | 25.371 | 0.598 | |
| SOC 16 | 0.795 | 0.633 | 24.097 | 0.519 | 0.900 |
| SOC 17 | 0.750 | 0.581 | 25.758 | 0.647 | |
| SOC 18 | 0.736 | 0.564 | 21.283 | 0.602 | |
| SOC 19 | 0.739 | 0.546 | 21.539 | 0.603 | |
| SOC 21 | 0.745 | 0.571 | 20.460 | 0.540 | |
| SOC 22 | 0.779 | 0.592 | 22.847 | 0.523 |
Author's Analysis (2021).