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Documentation samples for binary classifiers #1257

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Description

Similar to the sample code for SDCA regression, we need samples for the binary classifiers:
SDCA
AveragedPerceptron
FastTree
LightGBM

There are two things to do, to resolve this issue:

  1. Add a sample for each of the trainers in Microsoft.ML.Samples/Trainers.cs
    The samples can look similar to the cookbook example
    Download the adult dataset for the data to use.
    Take a look at the SDCA example, for reference.

  2. Add a link to the xml documentation of SDCA
    AveragedPerceptron
    FastTree
    LightGBM
    to reference the new sample methods, like the one in SDCA has.

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    APIIssues pertaining the friendly APIdocumentationRelated to documentation of ML.NETgood first issueGood for newcomers

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