Uploaded image for project: 'Spark'
  1. Spark
  2. SPARK-6441

Add Deflation/Schur Complement to Power Iteration Clustering for improved resilience to inter-class collisions

    XMLWordPrintableJSON

    Details

    • Type: Improvement
    • Status: Resolved
    • Priority: Major
    • Resolution: Incomplete
    • Affects Version/s: 1.3.0
    • Fix Version/s: None
    • Component/s: MLlib
    • Labels:

      Description

      Add multiple eigenvectors support to the existing Power Iteration Clustering implementation via the deflation / Schur complement method. Reference :
      http://www.cs.ucsb.edu/~veronika/MAE/deflation-PIC.pdf .

        Attachments

          Issue Links

            Activity

              People

              • Assignee:
                Unassigned
                Reporter:
                javadba Stephen Boesch
                Shepherd:
                Xiangrui Meng
              • Votes:
                1 Vote for this issue
                Watchers:
                4 Start watching this issue

                Dates

                • Created:
                  Updated:
                  Resolved: