GitHub user ludatabricks opened a pull request:

    https://github.com/apache/spark/pull/21204

    [SPARK-24132][ML]Expand instrumentation for classification

    ## What changes were proposed in this pull request?
    
    - Add OptionalInstrumentation as argument for getNumClasses in 
ml.classification.Classifier
    
    - Change the function call for getNumClasses in train() in 
ml.classification.DecisionTreeClassifier, 
ml.classification.RandomForestClassifier, and ml.classification.NaiveBayes
    
    - Modify the instrumentation creation in ml.classification.LinearSVC
    
    - Change the log call in ml.classification.OneVsRest and 
ml.classification.LinearSVC
    
    ## How was this patch tested?
    
    Manual.
    
    Please review http://spark.apache.org/contributing.html before opening a 
pull request.


You can merge this pull request into a Git repository by running:

    $ git pull https://github.com/ludatabricks/spark-1 SPARK-23686

Alternatively you can review and apply these changes as the patch at:

    https://github.com/apache/spark/pull/21204.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

    This closes #21204
    
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commit 7b75ed6aaa21faf68f5f2db04eaf550f2d468542
Author: Lu WANG <lu.wang@...>
Date:   2018-05-01T06:13:36Z

    Expand instrumentation for classification

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