Research Article
A Variable Impacts Measurement in Random Forest for Mobile Cloud Computing
Table 6
A comparison of variable impact measuring technique on Boston Housing Data (
).
| ā | MDI | MDA | SVC |
| CRIM | 0.0187 | 0.0125 | 0.0954 | ZN | 0.0034 | 0.0008 | 0.0620 | INDUS | 0.0547 | 0.02 | 0 | CHAS | 0.0008 | 0.0001 | 0.0069 | NOX | 0.0209 | 0.0077 | 0.0887 | RM | 0.5396 | 0.7758 | 0.4954 | AGE | 0.0252 | 0.0138 | 0.0913 | DIS | 0.019 | 0.0105 | 0.0104 | RAD | 0.0065 | 0.0013 | 0.0972 | TAX | 0.0173 | 0.0118 | 0.0996 | PTRATIO | 0.0252 | 0.0178 | 0.0286 | B | 0.0107 | 0.0024 | 0.0958 | LSTAT | 0.2579 | 0.2337 | 0.3652 |
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