Data Mining with SPSS Modeler:Theory, Exercises and Solutions, 2nd Edition


Data Mining with SPSS Modeler:Theory, Exercises and Solutions
by:Tilo Wendler and Sören Gröttrup
Publisher Finelybook 出版社:Springer; 2nd ed. 2021 edition (25 May 2021)
Language 语言:English
pages 页数:1289 pages
ISBN-10 书号:3030543374
ISBN-13 书号:9783030543372

Book Description
Now in its second edition, this textbook introduces readers to the IBM SPSS Modeler and guides them through data mining processes and relevant statistical methods. Focusing on step-by:-step tutorials and well-documented examples that help demystify complex mathematical algorithms and computer programs, it also features a variety of exercises and solutions, as well as an accompanying website with data sets and SPSS Modeler streams. While intended for students, the simplicity of the Modeler makes the book useful for anyone wishing to learn about basic and more advanced data mining, and put this knowledge into practice. This revised and updated second edition includes a new chapter on imbalanced data and resampling techniques as well as an extensive case study on the cross-industry standard process for data mining.

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