holdenk created SPARK-15169:
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             Summary: Consider improving HasSolver to allow generilization
                 Key: SPARK-15169
                 URL: https://issues.apache.org/jira/browse/SPARK-15169
             Project: Spark
          Issue Type: Improvement
          Components: ML
            Reporter: holdenk
            Priority: Trivial


The current HasSolver shared param has a fixed default value of "auto" and no 
validation. Some algorithms (see `MultilayerPerceptronClassifier`) have 
different default values or validators. This results in either a mostly 
duplicated param (as in `MultilayerPerceptronClassifier`) or incorrect scaladoc 
(as in `GeneralizedLinearRegression`).



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