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  1. Spark
  2. SPARK-30358

ML expose predictRaw and predictProbability

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Details

    • Improvement
    • Status: Resolved
    • Minor
    • Resolution: Fixed
    • 3.0.0
    • 3.0.0
    • ML
    • None

    Description

      Support predictRaw and predictProbability on single instance.

      Currently we have expose predict method for classification/regression/clustering models. (GMM has already exposed predictProbability method.)

      We may also need to expose predictRaw and predictProbability for online prediction

       

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          relates to

          Sub-task - The sub-task of the issue SPARK-25097 Support prediction on single instance in KMeans/BiKMeans/GMM

          • Major - Major loss of function.
          • 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
          links to

          Web Link GitHub Pull Request #27015

          Web Link GitHub Pull Request #27082

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              podongfeng Ruifeng Zheng
              podongfeng Ruifeng Zheng
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              Dates

                Created:
                Updated:
                Resolved: