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User should supply label-specific markers for train_integrated() #32

@LTLA

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@LTLA

This allows us to use a much smaller set of markers (and thus save a little bit of time for the recomputation) instead of always taking the union of all markers from train_single().

Users get more control over how they define the "universal" markers for each label within each reference, which could be different from the pairwise markers.

Also allows us to remove a dependency on train_single.hpp in the integrated training/classification code.

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