Feature Engineering and Selection: A Practical Approach for Predictive Models by Max Kuhn, Kjell Johnson
Feature Engineering and Selection: A Practical Approach for Predictive Models
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Max Kuhn, Kjell Johnson
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Feature Engineering and Selection: A Practical Approach for Predictive Models

Max Kuhn, Kjell Johnson

314 pages • first pub 2019 (editions)

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A primary goal of predictive modeling is to find a reliable and effective predictive relationship between an available set of features and an outcome. Ineffective feature representations and the inclusion of irrelevant features are two key data ch...

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