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Ensembles don't work #3709

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Description

The trainer argument of Ensembles is of type IComponentFactory<ITrainer<IPredictorProducing<>>>.

However, none of the trainers in ML.NET implement ITrainer<IPredictorProducing<>>, they just implement ITrainer<IPredictor>, so there is no way to specify a different trainer in the arguments
(when running the maml command line).

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P0Priority of the issue for triage purpose: IMPORTANT, needs to be fixed right away.

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