Xd = manifold.LocallyLinearEmbedding().fit_transform(X)
plt.scatter(Xd[:, (0)], Xd[:, (1)], c=y)
clf = linear_model.LogisticRegression()
scores = model_selection.cross_val_score(clf, Xd, y)
print(scores.mean())
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