Data Mining with SPSS Modeler : Theory, Exercises and Solutions
2nd ed. 2021
Book Details
Format
Multiple-Item Product
ISBN-10
3030543374
ISBN-13
9783030543372
Edition
2nd ed. 2021
Publisher
Springer Nature Switzerland AG
Imprint
Springer Nature Switzerland AG
Country of Manufacture
CH
Country of Publication
GB
Publication Date
May 25th, 2021
Print length
1274 Pages
Weight
2,476 grams
Dimensions
16.50 x 24.40 x 6.40 cms
Ksh 20,050.00
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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.
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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