Well as for now, the GBTClassifier is considered as a Predictor and not a
Classifier. That's why you get that error. Unless you'd want to re-write
your own GBTClassifier that extends Classifier there is no solution for now
to use the OneVsAll Estimator on it.

Nevertheless, there is a associated JIRA
https://issues.apache.org/jira/browse/SPARK-16739 to the topic. You can
follow the issue there.



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