On Thu, Nov 15, 2012 at 05:07:24PM -0800, Fred Mailhot wrote:
> 1) there are a few LinearSVC options (penalty/loss, penalty/dual) for which
> certain values are incompatible, but which are not documented as such...this
> makes grid search a bit of a pain.

Indeed, they should be documented. Pull request welcome.

> 2) how would I go about grid search over different vectorizers (e.g.
> CountVectorizer(analyzer="word"), CountVectorizer(analyzer="char_wb"), and a
> FeatureUnion of the two)?

I would write my own object that does model comparison and compare
different estimators, where the estimators would be pipelines.

HTH,

G

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