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

    https://github.com/apache/spark/pull/9180#discussion_r43474383
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/mllib/util/LinearDataGenerator.scala ---
    @@ -112,8 +139,13 @@ object LinearDataGenerator {
         x.foreach { v =>
           var i = 0
           val len = v.length
    +      val sparceRnd = new Random(seed)
    --- End diff --
    
    If we use same random generator for both creating features and choice which 
columns to zero, x is  different from current ones. This cause unit test 
failures. Can we change the assertion tolerance or target written in 
`LinearRegressionSuite`?


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