Research Article
A Variable Impacts Measurement in Random Forest for Mobile Cloud Computing
Table 7
A comparison of variable impact measuring technique on Boston Housing Data (
).
| ā | MDI | MDA | SVC |
| CRIM | 0.0213 | 0.012 | 0.0144 | ZN | 0.0058 | 0.001 | 0.0023 | INDUS | 0.0647 | 0.0173 | 0 | CHAS | 0.0011 | 0.0001 | 0.0202 | NOX | 0.0174 | 0.0062 | 0.0172 | RM | 0.5255 | 0.7853 | 0.483 | AGE | 0.0285 | 0.0126 | 0.021 | DIS | 0.0204 | 0.0097 | 0.0226 | RAD | 0.0045 | 0.001 | 0.02 | TAX | 0.0169 | 0.0119 | 0.0075 | PTRATIO | 0.0466 | 0.0162 | 0.0171 | B | 0.0097 | 0.0015 | 0.0192 | LSTAT | 0.2378 | 0.2258 | 0.982 |
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