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Commits on Dec 2, 2019

• [SPARK-29959][ML][PYSPARK] Summarizer support more metrics

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Commits on Nov 21, 2019

• [SPARK-29960][ML][PYSPARK] MulticlassClassificationEvaluator support hammingLoss

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  zhengruifeng

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• [SPARK-29942][ML] Impl Complement Naive Bayes Classifier

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  zhengruifeng

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• [SPARK-29961][SQL][FOLLOWUP] Remove useless test for VectorUDT

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  yaooqinn

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  dongjoon-hyun

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• [SPARK-29961][SQL] Implement builtin function - typeof

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  yaooqinn

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  HyukjinKwon

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Commits on Nov 20, 2019

• [MINOR][TESTS] Replace JVM assert with JUnit Assert in tests

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  srowen

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• [SPARK-18409][ML] LSH approxNearestNeighbors should use approxQuantile instead of sort

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  huaxingao

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  srowen

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Commits on Nov 18, 2019

• [SPARK-16872][ML][PYSPARK] Impl Gaussian Naive Bayes Classifier

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  zhengruifeng

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Commits on Nov 13, 2019

• [SPARK-29808][ML][PYTHON] StopWordsRemover should support multi-cols

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  huaxingao

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  srowen

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• [SPARK-29823][MLLIB] Improper persist strategy in mllib.clustering.KMeans.run()

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  amanomer

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  srowen

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• [SPARK-29844][ML] Improper unpersist strategy in ml.recommendation.ASL.train

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  Icysandwich

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  srowen

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Commits on Nov 11, 2019

• [SPARK-29801][ML] ML models unify toString method

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  zhengruifeng

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  dongjoon-hyun

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Commits on Nov 8, 2019

• [SPARK-29756][ML] CountVectorizer forget to unpersist intermediate rdd

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  zhengruifeng

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Commits on Nov 6, 2019

• [SPARK-29751][ML] Scalers use Summarizer instead of MultivariateOnlineSummarizer

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  zhengruifeng

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  srowen

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• [SPARK-29746][ML] Implement validateInputType in Normalizer/ElementwiseProduct/PolynomialExpansion

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  huaxingao

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  srowen

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• [SPARK-29754][ML] LoR/AFT/LiR/SVC use Summarizer instead of MultivariateOnlineSummarizer

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  zhengruifeng

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• [SPARK-29656][ML][PYSPARK] ML algs expose aggregationDepth

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  zhengruifeng

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Commits on Nov 3, 2019

• [SPARK-29733][TESTS] Fix wrong order of parameters passed to assertEquals

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  MaxGekk

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  dongjoon-hyun

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Commits on Nov 1, 2019

• [SPARK-29686][ML] LinearSVC should persist instances if needed

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  zhengruifeng

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Commits on Oct 31, 2019

• [SPARK-29645][ML][PYSPARK] ML add param RelativeError

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  zhengruifeng

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• Revert "Prepare Spark release v3.0.0-preview-rc2"

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  jiangxb1987

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• Prepare Spark release v3.0.0-preview-rc2

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  jiangxb1987

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Commits on Oct 29, 2019

• [SPARK-29565][ML][PYTHON] OneHotEncoder should support single-column input/output

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  huaxingao

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  viirya

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• Revert "Prepare Spark release v3.0.0-preview-rc1"

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  jiangxb1987

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• Prepare Spark release v3.0.0-preview-rc1

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  jiangxb1987

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  HyukjinKwon

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• [SPARK-29566][ML] Imputer should support single-column input/output

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  huaxingao

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  zhengruifeng

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Commits on Oct 28, 2019

• [SPARK-29093][PYTHON][ML] Remove automatically generated param setters in _shared_params_code_gen.py

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  huaxingao

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  zhengruifeng

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Commits on Oct 25, 2019

• [SPARK-9612][ML] Add instance weight support for GBTs

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  zhengruifeng

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Commits on Oct 22, 2019

• [SPARK-29232][ML] Update the parameter maps of the DecisionTreeRegression/Classification Models

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  huaxingao

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  zhengruifeng

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Commits on Oct 18, 2019

• [SPARK-29489][ML][PYSPARK] ml.evaluation support log-loss

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  zhengruifeng

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Commits on Oct 16, 2019

• [SPARK-23578][ML][PYSPARK] Binarizer support multi-column

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  zhengruifeng

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Commits on Oct 12, 2019

• [SPARK-29380][ML] RFormula avoid repeated 'first' jobs to get vector size

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  zhengruifeng

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Commits on Oct 10, 2019

• [SPARK-29416][CORE][ML][SQL][MESOS][TESTS] Use .sameElements to compare arrays, instead of .deep (gone in 2.13)

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  srowen

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  dongjoon-hyun

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Commits on Oct 9, 2019

• [SPARK-29411][CORE][ML][SQL][DSTREAM] Replace use of Unit object with () for Scala 2.13

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  srowen

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  dongjoon-hyun

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• [SPARK-29401][CORE][ML][SQL][GRAPHX][TESTS] Replace calls to .parallelize Arrays of tuples, ambiguous in Scala 2.13, with Seqs of tuples

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  srowen

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  dongjoon-hyun

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