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  1. Mahout
  2. MAHOUT-115

Interpolated Knn and SVD Recommender

    Details

    • Type: New Feature
    • Status: Closed
    • Priority: Major
    • Resolution: Fixed
    • Affects Version/s: None
    • Fix Version/s: 0.2
    • Labels:
      None

      Description

      Item based recommender implementation that uses K-nearest neighbors with interpolated weights, based on the paper of Robert M. Bell and Yehuda Koren
      in ICDM '07.
      Recommender implementation that uses Single Value Decomposition to capture the features of a DataSet.

        Attachments

        1. KNNandSVD.patch
          35 kB
          Sean Owen
        2. KNNandSVD2.patch
          28 kB
          Sean Owen
        3. KnnItemBasedRecommender.java
          4 kB
          Sean Owen
        4. mahout.patch
          34 kB
          Andre Panisson

          Activity

            People

            • Assignee:
              srowen Sean Owen
              Reporter:
              panisson Andre Panisson
            • Votes:
              1 Vote for this issue
              Watchers:
              0 Start watching this issue

              Dates

              • Created:
                Updated:
                Resolved: