nirav patel created SPARK-18205:
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             Summary: Spark ML Algorithms needs documentation 
                 Key: SPARK-18205
                 URL: https://issues.apache.org/jira/browse/SPARK-18205
             Project: Spark
          Issue Type: Bug
          Components: Documentation
    Affects Versions: 2.0.3
            Reporter: nirav patel


I see that most of the Algorithms are missing documentation. It's really hard 
to know what exactly Fit and Transform methods does for given algorithm without 
it. e.g. One can assume that IDF model Fit method will compute TF-IDF for given 
dataset. but then how it uses that information to Transform new dataset?

Same thing apply for all Estimators and Transformers. 



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