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  1. Mahout
  2. MAHOUT-384

Implement of AVF algorithm

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Details

    • New Feature
    • Status: Closed
    • Major
    • Resolution: Won't Fix
    • None
    • 0.6
    • classic
    • None

    Description

      This program realize a outlier detection algorithm called avf, which is kind of
      Fast Parallel Outlier Detection for Categorical Datasets using Mapreduce and introduced by this paper :
      http://thepublicgrid.org/papers/koufakou_wcci_08.pdf
      Following is an example how to run this program under haodoop:
      $hadoop jar programName.jar avfDriver inputData interTempData outputData
      The output data contains ordered avfValue in the first column, followed by original input data.

      Attachments

        1. MAHOUT-384.patch
          14 kB
          tony cui

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            robinanil Robin Anil
            tony.cui tony cui
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            Dates

              Created:
              Updated:
              Resolved: