Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/1155#issuecomment-48636028
The raw scores are not scalars but a vector indicating confidence for each
class. Let's freeze the features for this PR in order to get it in quickly. It
is fine to keep the name `MulticlassMetrics` because it does provide evaluation
metrics.
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