Data Mining with SPSS Modeler

Data Mining with SPSS Modeler

Theory, Exercises and Solutions

Groettrup, Soeren; Wendler, Tilo

Springer Nature Switzerland AG

05/2022

1274

Mole

Inglês

9783030543396

15 a 20 dias

2287

Descrição não disponível.
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.- Imbalanced Data and Resampling Techniques.- Case Study: Fault Detection in Semiconductor Manufacturing Process.- Appendix.
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IBM SPSS Modeler;data mining;statistical software;predictive analytics;statistical methods;exercises, solutions, case studies;imbalanced data;resampling techniques;cross-industry standard process for data mining;R and SPSS Modeler;multivariate statistics;regression models;factor analysis;cluster analysis;classification models;data mining process;62-07, 62Hxx, 62Pxx, 62-01