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Haskell Data Analysis cookbook

You're reading from   Haskell Data Analysis cookbook Explore intuitive data analysis techniques and powerful machine learning methods using over 130 practical recipes

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Product type Paperback
Published in Jun 2014
Publisher
ISBN-13 9781783286331
Length 334 pages
Edition 1st Edition
Languages
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Author (1):
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Nishant Shukla Nishant Shukla
Author Profile Icon Nishant Shukla
Nishant Shukla
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Toc

Table of Contents (14) Chapters Close

Preface 1. The Hunt for Data FREE CHAPTER 2. Integrity and Inspection 3. The Science of Words 4. Data Hashing 5. The Dance with Trees 6. Graph Fundamentals 7. Statistics and Analysis 8. Clustering and Classification 9. Parallel and Concurrent Design 10. Real-time Data 11. Visualizing Data 12. Exporting and Presenting Index

Traversing a tree breadth-first


In a breadth-first search approach to traversing a tree, nodes are visited in the order of the depth of the tree. The root is visited, then its children, then each of their children, and so on and so forth. This process requires a greater space complexity than the depth-first traversal but comes in handy for optimizing search algorithms.

For example, imagine trying to find all relevant topics from a Wikipedia article. Traversing all the links within the article in a breadth-first fashion will help ensure the topics start out with relevance.

Getting ready

Examine the tree in the following diagram. A breadth-first traversal will start at the root node r, then continue to the next level, encountering n1 and n4, finally followed by n2 and n3.

How to do it...

  1. We will be using an existing implementation of a rose tree from Data.Tree:

    import Data.Tree (rootLabel, subForest, Tree(..))
    import Data.List (tails)
  2. Implement the breadth-first traversal of a tree:

    breadthFirst...
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