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  1. Spark
  2. SPARK-15784

Add Power Iteration Clustering to spark.ml

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Details

    • New Feature
    • Status: Resolved
    • Major
    • Resolution: Fixed
    • None
    • 2.4.0
    • ML
    • None

    Description

      Adding this algorithm is required as part of SPARK-4591: Algorithm/model parity for spark.ml. The review JIRA for clustering is SPARK-14380.

      Attachments

        Issue Links

          is related to

          Bug - A problem which impairs or prevents the functions of the product. SPARK-24213 Power Iteration Clustering in the SparkML throws exception, when the ID is IntType

          • Major - Major loss of function.
          • Resolved

          Bug - A problem which impairs or prevents the functions of the product. SPARK-24217 Power Iteration Clustering is not displaying cluster indices corresponding to some vertices.

          • Major - Major loss of function.
          • Resolved
          is required by

          Umbrella - An overarching type made of sub-tasks SPARK-4591 Algorithm/model parity for spark.ml (Scala)

          • Critical - Crashes, loss of data, severe memory leak.
          • Resolved
          links to

          Pull request #13647 [Github] Pull Request #13647 (wangmiao1981)

          Pull request #15770 [Github] Pull Request #15770 (wangmiao1981)

          Pull request #21090 [Github] Pull Request #21090 (jkbradley)

          Pull request #21493 [Github] Pull Request #21493 (WeichenXu123)

          Activity

            People

              wm624 Miao Wang
              Xinhh Xinh Huynh
              Joseph K. Bradley Joseph K. Bradley
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              Dates

                Created:
                Updated:
                Resolved: