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[ML] Introduce classification analysis type #46735

@przemekwitek

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@przemekwitek

Alongside regression, we'd also like to have classification analysis type where the output value is categorical rather than numerical.

Steps:

Enhancements:

  • support for boolean and integer types for dependent variable
  • set the default for num_top_classes param to 2
  • make format of MulticlassConfusionMatrix metric result more understandable
  • default "prediction_field_name" to (dependent_variable + "_prediction")

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