Information Criterion SVM
you can use SVM with changing the kernel for non-linear model.
for exemple kernel='poly'
I've seen some paper providing Information Criterion for SVM (e.g. Demyanov, Bailey, Ramamohanarao & Leckie (2012)). But it doesn't seem that it exist any implementation of such method in python. For instance Sklearn only provide methods for linear model and random forest/gradien boosting algorithms.
My question is then, is their any implementation of a potential Information Criterion for SVM in python ?