Categorical variable with two values

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(a) Suppose you would like to explore the dataset further and then construct another model, answer the following questions to complete the work:

(b)  Transform the field "Daily_Stress" into a categorical variable with two values. If "Daily_Stress" >= 4, then label it as "Stressful", otherwise, label it as "Affordable". Then transform all the other continuous fields into categorical variables using the "Binning" node in the SPSS Modeler. You can select the "Equal-width" method or the "Tiles (Equal-count)" method to complete the binning work. Report the auditing results of the generated new dataset.

Note: Each of the newly generated fields should have no more than four categories (aka bins). You may use the same binning method (or a mixture of different binning methods) for the fields. It is also acceptable to propose an alternative binning method if you think the binning methods provided by the IBM SPSS Modeler are not suitable for some fields. Justify your choices briefly.

Reference no: EM133249394

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