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gamma="auto" in SVC #8361
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EasyWell-defined and straightforward way to resolveWell-defined and straightforward way to resolveEnhancement
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EasyWell-defined and straightforward way to resolveWell-defined and straightforward way to resolveEnhancement
It's a bit unfortunate that we just changed the parametrization of
SVC'sgamma(from 0 to"auto"), but I just realized that using1 / (n_features * X.std())would be a much much better default than the current1 / n_features.Not sure there's a good way to change it though.
I wonder whether we should at some point do a breaking release like matplotlib did, but that might lead to more issues than it solves... (I kind of regret that we didn't change the cv=3 to cv=5 default when doing the
model_selectionrefactoring).