Distance Correlation-Based Feature Selection in Random Forest.

Moreover, we observe that our proposed DC-based method has relatively stable results irrespective of the R ∗ , whereas the CC method shows an increasing trend in prediction MSE and results in almost three times the MSE of the traditional RF as r ∗ varies from 0.1 to 0.7.

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