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You're reading from  IBM SPSS Modeler Essentials

Product typeBook
Published inDec 2017
PublisherPackt
ISBN-139781788291118
Edition1st Edition
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Authors (2):
Jesus Salcedo
Jesus Salcedo
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Jesus Salcedo

Jesus Salcedo has a PhD in psychometrics from Fordham University. He is an independent statistical consultant and has been using SPSS products for over 20 years. He is a former SPSS Curriculum Team Lead and Senior Education Specialist who has written numerous SPSS training courses and trained thousands of users.
Read more about Jesus Salcedo

Keith McCormick
Keith McCormick
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Keith McCormick

Keith McCormick is a career long practitioner of predictive analytics and data science. He has engaged in statistical modeling, data mining, and mentoring others in the area for more than 20 years. He has a particular expertise in helping organizations perform their first predictive analytics project or build their first predictive analytics practice, and has done so in a variety of industries including healthcare, banking, telecommunications, non-profit, direct mail, pharmaceuticals, and retail. Keith is also an established author and speaker with four books in print, or under contract. Although his consulting work is not restricted to any one tool, his writing and speaking has made him particularly well known in the IBM SPSS Statistics and IBM SPSS Modeler communities.
Read more about Keith McCormick

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Removing fields with the Filter node


Whereas the Select node works on records, the Filter node works on fields. The Filter node discards fields, renames fields, and maps fields from one source node to another. Often, a Filter node is used to remove fields that have one of two potential problems:

  • A large proportion of missing records
  • All (or almost all) records having the same value

In our case, we have two fields that have a large portion of missing values, therefore we will remove these fields:

  1. Place a Filter node from the Field Ops palette to the right of the Append node.
  2. Connect the Append node to the Filter node.
  3. Right-click the Filter node, then click Edit.

The Filter node (or Filter tab of a source node) allows data to pass through it and has two main functions:

  • Removing unwanted fields
  • Renaming fields

The left column of a Filter node lists the field names as the data enters the node. The right column of a Filter node shows the field names as the data leaves the node. By default, the lists are...

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IBM SPSS Modeler Essentials
Published in: Dec 2017Publisher: PacktISBN-13: 9781788291118

Authors (2)

author image
Jesus Salcedo

Jesus Salcedo has a PhD in psychometrics from Fordham University. He is an independent statistical consultant and has been using SPSS products for over 20 years. He is a former SPSS Curriculum Team Lead and Senior Education Specialist who has written numerous SPSS training courses and trained thousands of users.
Read more about Jesus Salcedo

author image
Keith McCormick

Keith McCormick is a career long practitioner of predictive analytics and data science. He has engaged in statistical modeling, data mining, and mentoring others in the area for more than 20 years. He has a particular expertise in helping organizations perform their first predictive analytics project or build their first predictive analytics practice, and has done so in a variety of industries including healthcare, banking, telecommunications, non-profit, direct mail, pharmaceuticals, and retail. Keith is also an established author and speaker with four books in print, or under contract. Although his consulting work is not restricted to any one tool, his writing and speaking has made him particularly well known in the IBM SPSS Statistics and IBM SPSS Modeler communities.
Read more about Keith McCormick