Github user felixcheung commented on the issue:

    https://github.com/apache/spark/pull/18035
  
    >  I'd propose to rename spark.svmLinear to spark.svm
    I see your point but `svmLinear` is also a popular name in the caret 
package. My concern would be coming at too general and end up having to find a 
strange name later because `svm` is taken, or having parameter name conflicts 
and so on.
    
    Also from various threads it seems really really unlikely that we will 
implement non-linear form of svm like you said :)



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