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

    https://github.com/apache/spark/pull/16740#discussion_r99413491
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/optim/IterativelyReweightedLeastSquares.scala
 ---
    @@ -89,7 +89,7 @@ private[ml] class IterativelyReweightedLeastSquares(
           val oldCoefficients = oldModel.coefficients
           val coefficients = model.coefficients
           BLAS.axpy(-1.0, coefficients, oldCoefficients)
    -      val maxTolOfCoefficients = oldCoefficients.toArray.reduce { (x, y) =>
    +      val maxTolOfCoefficients = oldCoefficients.toArray.foldLeft(0.0) { 
(x, y) =>
    --- End diff --
    
    nit: this could be 
    ````scala
    val maxTol = oldCoefficients.foldLeft(math.abs(oldModel.intercept - 
model.intercept)) { (x, y) => 
      math.max(math.abs(x), math.abs(y))
    }
    ````


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