Download Applied Predictive Modeling PDF Free

Applied Predictive Modeling PDF Download. Download free ebook of Applied Predictive Modeling in PDF format or read online by Max Kuhn,Kjell Johnson 9781461468493 Published on 2013-05-17 by Springer Science & Business Media

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. The text illustrates all parts of the modeling process through many hands-on, real-life examples, and every chapter contains extensive R code for each step of the process. This multi-purpose text can be used as an introduction to predictive models and the overall modeling process, a practitioner’s reference handbook, or as a text for advanced undergraduate or graduate level predictive modeling courses. To that end, each chapter contains problem sets to help solidify the covered concepts and uses data available in the book’s R package. This text is intended for a broad audience as both an introduction to predictive models as well as a guide to applying them. Non-mathematical readers will appreciate the intuitive explanations of the techniques while an emphasis on problem-solving with real data across a wide variety of applications will aid practitioners who wish to extend their expertise. Readers should have knowledge of basic statistical ideas, such as correlation and linear regression analysis. While the text is biased against complex equations, a mathematical background is needed for advanced topics.

This Book was ranked at 23 by Google Books for keyword Engineering.

Book ID of Applied Predictive Modeling's Books is xYRDAAAAQBAJ, Book which was written by Max Kuhn,Kjell Johnson have ETAG "tzBmROdPzd4"

Book which was published by Springer Science & Business Media since 2013-05-17 have ISBNs, ISBN 13 Code is 9781461468493 and ISBN 10 Code is 1461468493

Reading Mode in Text Status is true and Reading Mode in Image Status is true

Book which have "600 Pages" is Printed at BOOK under CategoryMedical

Book was written in en

eBook Version Availability Status at PDF is true and in ePub is true

Book Preview

Download Applied Predictive Modeling PDF Free

Download Applied Predictive Modeling Books Free

Download Applied Predictive Modeling Free

Download Applied Predictive Modeling PDF

Download Applied Predictive Modeling Books