Github user Krimit commented on a diff in the pull request:

    https://github.com/apache/spark/pull/17673#discussion_r113599047
  
    --- Diff: mllib/src/main/scala/org/apache/spark/ml/feature/Word2Vec.scala 
---
    @@ -127,6 +150,11 @@ final class Word2Vec @Since("1.4.0") (
         @Since("1.4.0") override val uid: String)
       extends Estimator[Word2VecModel] with Word2VecBase with 
DefaultParamsWritable {
     
    +  private val batchSize = 10000
    +  private val power = 0.75
    +  private val maxUnigramTableSize = 100*1000*1000
    +  private val unigramTableSizeFactor = 20
    --- End diff --
    
    Please add some comments describing these values. Should any of them be 
tune-able?


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