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[DOCS] Expands feature processors property description and adds a link of conceptual docs (#68213)

István Zoltán Szabó 4 years ago
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e45d7a942d
1 changed files with 8 additions and 3 deletions
  1. 8 3
      docs/reference/ml/ml-shared.asciidoc

+ 8 - 3
docs/reference/ml/ml-shared.asciidoc

@@ -579,12 +579,17 @@ candidate split.
 end::dfas-feature-bag-fraction[]
 
 tag::dfas-feature-processors[]
+Advanced configuration option.
 A collection of feature preprocessors that modify one or more included fields.
 The analysis uses the resulting one or more features instead of the
 original document field. Multiple `feature_processors` entries can refer to the
-same document fields.
-Note, automatic categorical {ml-docs}/ml-feature-encoding.html[feature encoding] 
-still occurs.
+same document fields. Automatic categorical 
+{ml-docs}/ml-feature-encoding.html[feature encoding] still occurs for the fields 
+that are unprocessed by a custom processor or that have categorical values.
+Only use this if you want to override the automatic feature encoding of the 
+specified fields. Refer to 
+{ml-docs}/ml-feature-processors.html[{dfanalytics} feature processors] to learn 
+more.
 end::dfas-feature-processors[]
 
 tag::dfas-feature-processors-feat-name[]