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Update docs for new class imbalance support #1063

@ablaom

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@ablaom

After

we need to do:

  • Include the new models provided by Imbalance.jl and the model EnsembleBaggingClassifier provided by MLJBalancing into the Model Browser. We will need a new category of models, "Class Imbalance"

  • Add a new manual page "Correcting for Class Imbalance " which emphasises the BalancedModel wrapper, but which can more-or-less point to the documentation for those packages.

cc @EssamWisam

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