Data Mining with SPSS Modeler : Theory, Exercises and Solutions. 1st ed. 2016

種類:

電子ブック

責任表示:

by Tilo Wendler, Sören Gröttrup

出版情報:

Cham : Springer International Publishing : Imprint: Springer, 2016

著者名:

• Wendler, Tilo.
• Gröttrup, Sören.
• SpringerLink (Online service)

ISBN:

9783319287096 [3319287095]    

注記:

Preface -- Introduction -- Basic Functions of the SPSS Modeler -- Univariate Statistics -- Multivariate Statistics -- Regression Models -- Factor Analysis -- Cluster Analysis -- Classification Models -- Using R with the Modeler -- Data Sets Used in This Book.
Introducing the IBM SPSS Modeler, this book guides readers through data mining processes and presents relevant statistical methods. There is a special focus on step-by-step tutorials and well-documented examples that help demystify complex mathematical algorithms and computer programs. The variety of exercises and solutions as well as an accompanying website with data sets and SPSS Modeler streams are particularly valuable. 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.

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