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  1. Spark
  2. SPARK-9647 MLlib + SparkR integration for 1.6
  3. SPARK-11349

Support transform string label for RFormula

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    • Sub-task
    • Status: Resolved
    • Major
    • Resolution: Fixed
    • None
    • 1.6.0
    • ML
    • None

    Description

      Currently RFormula can only handle label with NumericType or BinaryType (cast it to DoubleType as the label of Linear Regression training), we should also support label of StringType which is needed for Logistic Regression (glm with family = "binomial").
      For label of StringType, we should use StringIndexer to transform it to 0-based index.

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          is depended upon by

          Sub-task - The sub-task of the issue SPARK-9492 LogisticRegression in R should provide model statistics

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

          Improvement - An improvement or enhancement to an existing feature or task. SPARK-10523 SparkR formula syntax to turn strings/factors into numerics

          • Major - Major loss of function.
          • Resolved
          links to

          Pull request #9302 [Github] Pull Request #9302 (yanboliang)

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            People

              yanboliang Yanbo Liang
              yanboliang Yanbo Liang
              Xiangrui Meng Xiangrui Meng
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                Created:
                Updated:
                Resolved: