On Thu, Feb 02, 2012 at 08:04:03PM +0900, Mathieu Blondel wrote:
> I personally don't like using -1 to encode unlabeled data. I would
> prefer np.nan (which require y to be np.float) or -2 (if you prefer y
> to be np.int).

I am against nan, but I might agree with you that -1 is not ideal.

I suggest we discuss this in a more general setting than this particular
PR. There is some work to be done to homogenize the different
semi-supervised learn estimators anyhow.

Gael

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