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What are the techniques/statistical measures to use to select the best variables/attributes to retain for making an optimal decision trees for classification and a good

What are the techniques/statistical measures to use to select the best variables/attributes to retain for making an optimal decision trees for classification and a good fit linear equation for linear regression?explain please

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