Github user mengxr commented on the pull request:

    https://github.com/apache/spark/pull/422#issuecomment-41013214
  
    @yinxusen Thanks for reviewing the doc and testing the examples! All your 
comments were addressed except
    
    > // Load training data in LIBSVM format.
    > val data = MLUtils.loadLibSVMData(sc, "mllib/data/sample_libsvm_data.txt")
    > It should be
    > "mllib/data/sample_svm_data.txt"
    
    I added `sample_libsvm_data.txt` in this PR.
    



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