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  1. Task SPARK-9748
    Centriod typo in KMeansModel
  2. Sub-task SPARK-10020
    ML model broadcasts should be stored in private vars: mllib GeneralizedLinearModel
  3. Sub-task SPARK-10019
    ML model broadcasts should be stored in private vars: mllib IDFModel
  4. Sub-task SPARK-10017
    ML model broadcasts should be stored in private vars: mllib NaiveBayes
  5. Sub-task SPARK-10016
    ML model broadcasts should be stored in private vars: spark.ml Word2Vec
  6. Improvement SPARK-9963
    ML RandomForest cleanup: Move predictNodeIndex to LearningNode
  7. Improvement SPARK-9673
    Use unbiased standard deviation in DataFrame.describe
  8. Bug SPARK-11880
    On Windows spark-env.cmd is not loaded.
  9. Improvement SPARK-11816
    fix some style issue in ML/MLlib examples
  10. Improvement SPARK-11771
    Maximum memory is determined by two params but error message only lists one.
  11. Improvement SPARK-11902
    Unhandled case in VectorAssembler#transform
  12. Improvement SPARK-10715
    Duplicate initialzation flag in WeightedLeastSquare
  13. Bug SPARK-10594
    ApplicationMaster "--help" references the removed "--num-executors" option
  14. Bug SPARK-11581
    Example mllib code in documentation incorrectly computes MSE
  15. Improvement SPARK-11050
    PySpark SparseVector can return wrong index in error message
  16. Improvement SPARK-11178
    Improve naming around task failures in scheduler code
  17. Improvement SPARK-11169
    Remove the extra spaces in merge script
  18. Documentation SPARK-5905
    Note requirements for certain RowMatrix methods in docs
  19. Documentation SPARK-10663
    Change test.toDF to test in Spark ML Programming Guide
  20. New Feature SPARK-10516
    Add values as a property to DenseVector in PySpark
  21. Task SPARK-10222
    More thoroughly deprecate Bagel in favor of GraphX
  22. Test SPARK-10247
    Cleanup DAGSchedulerSuite "ignore late map task completion"
  23. Question SPARK-18763
    What algorithm is used in spark decision tree (is ID3, C4.5 or CART)?
  24. Improvement SPARK-9723
    Params.getOrDefault should throw more meaningful exception
  25. Improvement SPARK-9718
    LinearRegressionTrainingSummary should hold all columns in transformed data
  26. Improvement SPARK-9715
    Store numFeatures in all ML PredictionModel types
  27. Bug SPARK-9078
    Use of non-standard LIMIT keyword in JDBC tableExists code
  28. Sub-task SPARK-10018
    ML model broadcasts should be stored in private vars: mllib clustering
  29. Sub-task SPARK-10015
    ML model broadcasts should be stored in private vars: spark.ml tree ensembles
  30. Umbrella SPARK-10014
    ML model broadcasts should be stored in private vars
  31. Improvement SPARK-9962
    Decision Tree training: prevNodeIdsForInstances.unpersist() at end of training
  32. Improvement SPARK-9935
    EqualNullSafe not processed in OrcRelation
  33. Improvement SPARK-9772
    Add Python API for ml.feature.VectorSlicer
  34. New Feature SPARK-9654
    Add IndexToString in Pyspark
  35. Bug SPARK-9672
    Drivers run in cluster mode on mesos may not have spark-env variables available
  36. Improvement SPARK-11920
    ML LinearRegression should use correct dataset in examples and user guide doc
  37. Bug SPARK-11828
    DAGScheduler source registered too early with MetricsSystem
  38. Improvement SPARK-11746
    Use checkpoint-aware method 'dependencies' to instead of 'getDependencies'
  39. Improvement SPARK-11658
    simplify documentation for PySpark combineByKey
  40. Bug SPARK-11671
    Example for sqlContext.createDataDrame from pandas.DataFrame has a typo
  41. Bug SPARK-11670
    Fix incorrect kryo buffer default value in docs
  42. Improvement SPARK-11527
    PySpark AFTSurvivalRegressionModel should expose coefficients/intercept/scale
  43. Sub-task SPARK-11552
    Replace example code in ml-decision-tree.md using include_example
  44. Bug SPARK-11432
    Personalized PageRank shouldn't use uniform initialization
  45. Improvement SPARK-11440
    Declare rest of @Experimental items non-experimental if they've existed since 1.2.0
  46. Sub-task SPARK-11875
    Update doc for PySpark HasCheckpointInterval
  47. Improvement SPARK-11629
    Python example code for Multilayer Perceptron Classification
  48. Bug SPARK-11480
    Wrong callsite is displayed when using AsyncRDDActions#takeAsync
  49. Improvement SPARK-11491
    Use Scala 2.10.5
  50. Improvement SPARK-11799
    Make it explicit in executor logs that uncaught exceptions are thrown during executor shutdown
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