Description: Applied Predictive Modeling, Paperback by Kuhn, Max; Johnson, Kjell, ISBN 1493979361, ISBN-13 9781493979363, Used Good Condition, Free shipping in the US
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 th’s R package.Price: 64.98 USD
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Book Title: Applied Predictive Modeling
Item Length: 9.3in
Item Width: 6.1in
Author: MAX Kuhn, Kjell Johnson
Publication Name: Applied Predictive Modeling
Format: Trade Paperback
Language: English
Publisher: Springer NY
Publication Year: 2019
Type: Textbook
Item Weight: 32.9 Oz
Number of Pages: Xiii, 600 Pages