Uploaded image for project: 'Spark'
  1. Spark
  2. SPARK-4591 Algorithm/model parity for spark.ml (Scala)
  3. SPARK-14377

Review spark.ml parity for classification, except trees

    XMLWordPrintableJSON

Details

    • Sub-task
    • Status: Resolved
    • Major
    • Resolution: Done
    • None
    • None
    • ML
    • None

    Description

      Review parity of spark.ml vs. spark.mllib to ensure spark.ml contains all functionality. List all missing items.

      This only covers Scala since we can compare Scala vs. Python in spark.ml itself.

      Attachments

        Issue Links

          contains

          New Feature - A new feature of the product, which has yet to be developed. SPARK-7159 Support multiclass logistic regression in spark.ml

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

          New Feature - A new feature of the product, which has yet to be developed. SPARK-11171 PMML for Pipelines API

          • Major - Major loss of function.
          • Resolved

          New Feature - A new feature of the product, which has yet to be developed. SPARK-14709 spark.ml API for linear SVM

          • Major - Major loss of function.
          • Resolved

          Improvement - An improvement or enhancement to an existing feature or task. SPARK-13025 Allow user to specify the initial model when training LogisticRegression

          • Minor - Minor loss of function, or other problem where easy workaround is present.
          • Resolved

          Improvement - An improvement or enhancement to an existing feature or task. SPARK-14712 spark.ml LogisticRegressionModel.toString should summarize model

          • Trivial - Cosmetic problem like misspelt words or misaligned text.
          • Resolved

          Umbrella - An overarching type made of sub-tasks SPARK-10413 ML models should support prediction on single instances

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

          Activity

            People

              josephkb Joseph K. Bradley
              josephkb Joseph K. Bradley
              Votes:
              0 Vote for this issue
              Watchers:
              2 Start watching this issue

              Dates

                Created:
                Updated:
                Resolved: