Github user gdfm commented on a diff in the pull request:

    https://github.com/apache/incubator-samoa/pull/48#discussion_r58305863
  
    --- Diff: samoa-api/src/main/java/org/apache/samoa/streams/FileStream.java 
---
    @@ -52,9 +49,18 @@
           's', "Source Type (HDFS, local FS)", FileStreamSource.class,
           "LocalFileStreamSource");
     
    +  public IntOption classIndexOption = new IntOption("classIndex", 'c',
    +          "Class index of data. 0 for none or -1 for last attribute in 
file.", -1, -1, Integer.MAX_VALUE);
    +
    +  private FloatOption floatOption = new FloatOption("classWeight", 'w', 
"", 1.0);
    --- End diff --
    
    Would instance weights work in this case?
    Could you summarize the difference between class weights and instance 
weights?


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