Github user zhengruifeng commented on the pull request:

    https://github.com/apache/spark/pull/11419#issuecomment-190486901
  
    @sethah GaussianMixture is a kind of clustering algorithm, not 
classification. 
    And ProbabilisticClassifier  extend Predictor, so it has a "setLabelCol" 
method which can not be a part of clustering.
    If needed, there can be another abstract class named  "FuzzyClustering"  or 
"ProbabilisticClustering".


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