{"product_id":"feature-engineering-and-selection-max-kuhn-9781138079229","title":"Feature Engineering and Selection: A Practical Approach for Predictive Models","description":"\u003cp\u003eThe process of developing predictive models includes many stages. Most resources focus on the modeling algorithms but neglect other critical aspects of the modeling process. This book describes techniques for finding the best representations of predictors for modeling and for nding the best subset of predictors for improving model performance. A variety of example data sets are used to illustrate the techniques along with R programs for reproducing the results. \u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Max Kuhn, Kjell Johnson\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1138079227\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781138079229\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/02\/2019\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 314\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.90lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.20w x 0.90d","brand":"Max Kuhn","offers":[{"title":"Hardcover","offer_id":43947797905663,"sku":"9781138079229","price":89.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/products\/img_1ecc7fb7-7587-4daa-bdce-2364ea1e9edc.jpg?v=1681520861","url":"https:\/\/www.whiterainbookhouse.com\/products\/feature-engineering-and-selection-max-kuhn-9781138079229","provider":"WR Book House","version":"1.0","type":"link"}