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Data Analysis with IBM SPSS Statistics
book

Data Analysis with IBM SPSS Statistics

by James C. Mott, Ken Stehlik-Barry, James Sugrue, Anthony Babinec
September 2017
Beginner to intermediate
446 pages
9h 17m
English
Packt Publishing
Content preview from Data Analysis with IBM SPSS Statistics

Example data

The data analyzed in this chapter is the Wine dataset found in the UC-Irvine Machine Learning repository. The data is the result of a chemical analysis of wines grown in the same region in Italy but derived from three different cultivars. The analysis determined the quantities of 13 chemical components found in each of the three types of wine. There are 59, 71, and 48 instances respectively in the three classes. The class codes are 1, 2, and 3. 

The attributes are as follows:

  • Alcohol
  • Malic acid
  • Ash
  • Alcalinity of ash
  • Magnesium
  • Total phenols
  • Flavanoids
  • Nonflavanoid phenols
  • Proanthocyanins
  • Color intensity
  • Hue
  • OD280/OD315 of diluted wines
  • Proline

In the context of classification, the task is to use the 13 attributes to classify ...

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Publisher Resources

ISBN: 9781787283817