azagrebin commented on a change in pull request #6425: [FLINK-9664][Doc] fixing 
documentation in ML quick start
URL: https://github.com/apache/flink/pull/6425#discussion_r209897278
 
 

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 File path: docs/dev/libs/ml/quickstart.md
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 @@ -146,7 +145,23 @@ create a classifier.
 
 ## Classification
 
-Once we have imported the dataset we can train a `Predictor` such as a linear 
SVM classifier.
+After importing the training and test dataset, they need to be prepared for 
the classification. 
+Because Flink SVM only supports threshold binary values of `+1.0` and `-1.0`, 
a conversion is 
+needed after loading the LibSVM dataset since it is labelled using `1`s and 
`0`s.
 
 Review comment:
   Just a wording thing, I would swap `Because` and `since` in this sentence:
   **Since** Flink SVM only supports threshold binary values of `+1.0` and 
`-1.0`, a conversion is 
   needed after loading the LibSVM dataset **because** it is labelled using 
`1`s and `0`s.

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