[mlpack] [mlpack/mlpack] mlpack_adaboost error (#821)

[Ryan Curtin]

So the issue here is twofold:

 * The training set you are using can be perfectly modeled by the weak learner in a single iteration of AdaBoost.  But the AdaBoost code does not handle this as well as it could.
 * There is some problem serializing `nan` values in text and binary format.

I have some ideas for how to fix it but at the moment I don't have the time.  If you train on a more difficult dataset, I think that you are not likely to see this problem.  Still, I will fix it when I have a chance! :)

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