{"product_id":"feature-engineering-and-selection-a-practical-approach-for-predictive-models-chapman-hall-crc-data-science-series","title":"Feature Engineering and Selection: A Practical Approach for Predictive Models (Chapman \u0026 Hall\/CRC Data Science Series)","description":"The 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.\u003cbr\u003eASIN: 1138079227\u003cbr\u003eVSKU: GBV.1138079227.A\u003cbr\u003eCondition: Acceptable\u003cbr\u003eAuthor\/Artist:Kuhn, Max|Johnson, Kjell\u003cbr\u003eBinding: Hardcover\u003cbr\u003e\u003cb\u003eNote:\u003c\/b\u003e Any images shown are stock photographs and product may differ from what is shown.  \u003cbr\u003e\u003cb\u003eCondition Notes\u003c\/b\u003e: This copy has heavy writing.  \u003cbr\u003e","brand":"Good Books Company","offers":[{"title":"Default Title","offer_id":54494305059121,"sku":"GBV.1138079227.A","price":40.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0914\/3730\/2065\/files\/1138079227-0.jpg?v=1781126778","url":"https:\/\/goodbookscompany.org\/products\/feature-engineering-and-selection-a-practical-approach-for-predictive-models-chapman-hall-crc-data-science-series","provider":"Good Books Company","version":"1.0","type":"link"}