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

    https://github.com/apache/spark/pull/5820#discussion_r29551424
  
    --- Diff: 
mllib/src/test/java/org/apache/spark/ml/regression/JavaLinearRegressionSuite.java
 ---
    @@ -76,14 +76,16 @@ public void linearRegressionWithSetters() {
             .setMaxIter(10)
             .setRegParam(1.0);
         LinearRegressionModel model = lr.fit(dataset);
    -    assert(model.fittingParamMap().apply(lr.maxIter()).equals(10));
    -    assert(model.fittingParamMap().apply(lr.regParam()).equals(1.0));
    +    LinearRegression parent = model.parent();
    +    assert(parent.getMaxIter() == 10);
    --- End diff --
    
    Should this (and other Java test suites) use assertEqual?


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