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Applied Predictive Modeling

Max Kuhn, Kjell Johnson




[PDF.yj18] Applied Predictive Modeling

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 | #14808 in Books |  Springer |  2013-05-17 | Original language:English | PDF # 1 |  9.21 x1.31 x6.14l,2.20 | File type: PDF | 600 pages

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||139 of 144 people found the following review helpful.| Solid|By Dimitri Shvorob|I read "Applied predictive modeling" (which I will shorten to APM) shortly after I read "Introduction to statistical learning" (ISL) by James, Witten, Hastie and Tibshirani, and find that book both closest to APM, and helpful in highlighting APM's strengths.

The two books cover the same broad subject. If you google "kuhn caret", you will

Winner of the 2014 Technometrics Ziegel Prize for Outstanding Book

Applied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps of data preprocessing, data splitting and foundations of model tuning.  The text then provides intuitive explanations of numerous common and modern regression and classification techniques, always with an emphasis on illustrating and solving real data problems. ...

You can specify the type of files you want, for your device.Applied Predictive Modeling   |  Max Kuhn, Kjell Johnson. I really enjoyed this book and have already told so many people about it!

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