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Manipulating Decision Trees

Your Xpress Insight app may have been designed to enable you to manipulate decision trees. Equally, it is quite possible that your app does not use decision trees.

This section describes how to manipulate decision trees using the decision tree editor, should your app support the relevant behaviors.

All Xpress Insight decision trees are of a type known as leveled trees. In a leveled tree, all nodes on a single level relate to the same variable.

All decision trees begin with a single start or root node and extend via branching at 'splits' through a set of intermediate nodes called condition nodes, finally terminating at leaf nodes. The leaf nodes at the end of each branch can be action nodes that are assigned treatments. A decision tree without any action nodes is known as a tree template.

Access the decision tree editor via the Attachments dialog or as invoked by your Xpress Insight app.

Covered Topics
  • Decision Tree User Interface
    The decision tree user interface consists of three main areas:
  • Editing Decision Trees
    You can edit a decision tree by inserting and editing splits, assigning treatments, copying and pasting subtrees, merging and reordering rows, and managing levels.
  • Identifying Variables in Decision Trees
    Xpress Insight identifies variables in a unique way specific to decision trees.
  • Managing Target Variables in Decision Trees
    You can define and manage multiple target variables for your decision tree. However, you can only designate one target definition as the primary target.
  • Inserting Splits
    Insert a split in a decision tree when you want to create a set of branches for an existing node.
  • Editing Splits
    Edit a split for a tree variable/predictor when you want to modify an existing set of branches for a condition node.
  • Grouping Rows
    You can group two rows in decision tree splits from the Edit Split dialog box if three or more rows are displayed.
  • Manipulating Subtrees
    A split with two or more branches is known as a subtree. You can copy or cut a subtree from a given condition node and paste it to another condition node, or you can collapse or clear a subtree.
  • Managing Levels
    In Xpress Insight you can insert, remove and replace levels (predictors), the columns associated with tree variables in the input data.
  • Creating Decision Trees
    Your Xpress Insight app may have been designed to allow you to create decision trees, as well as edit them.
  • Counting and Recounting Decision Trees
    Tree counting occurs automatically the first time you change the node view to Counts in the Tree View, or the first time you select the Profile View or Leaf View during the current session of the decision tree.
  • Profiling Decision Trees
    When you profile a decision tree, you choose one or more variables to follow through as the input data is processed.
  • Assigning Treatments in Decision Trees
    You can assign previously-created treatments to the leaf nodes of decision trees.
Parent Topic Using the Attachment Editors

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