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Returns default metric specs for binary classification problems.

model_names Optional model names (if multi-model evaluation).
output_names Optional list of output names (if multi-output model).
binarize Optional settings for binarizing multi-class/multi-label metrics.
aggregate Optional settings for aggregating multi-class/multi-label metrics.
include_loss True to include loss.