Research Article
A Classification Model to Evaluate the Security Level in a City Based on GIS-MCDA
Table 3
Decision rules generated by the DOMLEM.
| | Rule ID | Rule description | Class | Number of supporting objects |
| | Rule | IF (gini ≤ 0.47) THEN | At least very high | 2 | | Rule | IF (inc ≥ 1353.42) THEN | At least very high | 1 | | Rule | IF (gini ≤ 0.47) THEN | At least high | 3 | | Rule | IF (inc ≥ 902.38) THEN | At least high | 2 | | Rule | IF (inc ≥ 893.13) THEN | At least moderate | 3 | | Rule | IF (demog ≤ 1516) THEN | At least moderate | 1 | | Rule | IF (gini ≤ 0.50) & (demog ≤ 1930) THEN | At least moderate | 1 | | Rule | IF (edu ≥ 10.27) THEN | At least low | 6 | | Rule | IF (infr ≥ 89) & (demog ≤ 1930) THEN | At least low | 1 | | Rule | IF (infr ≤ 67.00) THEN | At most very low | 1 | | Rule | IF (gini ≥ 0.47) & (demog ≥ 6739) & (edu ≤ 10.09) THEN | At most very low | 1 | | Rule | IF (gini ≥ 0.60) THEN | At most low | 2 | | Rule | IF (gini ≥ 0.50) & (inc ≤ 868.6) & (demog ≥ 3927) THEN | At most low | 3 | | Rule | IF (gini ≥ 0.47) & (inc ≤ 571.00) & (demog ≥ 6739) THEN | At most low | 2 | | Rule | IF (gini ≥ 0.47) & (inc ≤ 893.13) THEN | At most moderate | 8 | | Rule | IF (gini ≥ 0.50) THEN | At most high | 6 | | Rule | IF (demog ≥ 28220) THEN | At most high | 1 |
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