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  1. Spark
  2. SPARK-13517

Expose regression summary classes in Pyspark

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Details

    • Improvement
    • Status: Resolved
    • Minor
    • Resolution: Duplicate
    • None
    • None
    • ML, PySpark
    • None

    Description

      Many of the scala classes of MLLIB for extracting summary statistics of models are not available in the pyspark API.

      • LinearRegressionSummary
      • LinearRegressionTrainingSummary
      • BinaryLogisticRegressionSummary
      • BinaryLogisticRegressionTrainingSummary
      • LogisticRegressionSummary
      • LogisticRegressionTrainingSummary

      E.g. http://spark.apache.org/docs/latest/api/scala/index.html#org.apache.spark.ml.regression.LinearRegressionTrainingSummary

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        Issue Links

          duplicates

          Improvement - An improvement or enhancement to an existing feature or task. SPARK-13430 Expose ml summary function in PySpark for classification and regression models

          • Major - Major loss of function.
          • Resolved

          Activity

            People

              Unassigned Unassigned
              shubhanshumishra@gmail.com Shubhanshu Mishra
              Joseph K. Bradley Joseph K. Bradley
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              Dates

                Created:
                Updated:
                Resolved: