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| Modeling is usually conducted in multiple iterations. Typically, data miners run several models using the default parameters and then fine-tune the parameters or revert to the Prepare Data activity for manipulations required by their model of choice. It is rare for an organization’s data mining question to be answered satisfactorily with a single model and a single execution. |
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