I created an issue to track this one:
https://github.com/scikit-learn/scikit-learn/issues/864
On Sat, May 19, 2012 at 2:16 PM, Mathieu Blondel <[email protected]>wrote:
> The bug is in SVC.decision_function.
>
>
> import numpy as np
> from sklearn.multiclass import OneVsRestClassifier
> from sklearn.svm import SVC
>
> rng = np.random.RandomState([1,2,3])
>
> X = rng.randn(1000,1000)
> y = rng.randint(0,10,(1000,))
>
> svm = SVC(kernel = 'linear', C = 1.0).fit(X,y)
>
> X2 = rng.randn(1000,1500)
>
> print svm.decision_function(X2).shape
>
>
> Mathieu
>
>
>
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