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Methods and principles of selecting a subset of attributes for use in further modelling

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Relationship between related continuous and categorical variables

I'm trying to run a regression model for data with 150 features. I'm eliminating redundant features to prevent over-fitting and produce a model that is easier for illustration. There are two features …
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