I am making a classification model. I understand that the regularization minimizes loss functions. Can i use regularization techniques to minimize loss function in classification if doing so is possible. Please help me with some suggestions or useful links.
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- $\begingroup$ Yes, you can use regularization for classification. Check Deep Learning with Python Book. $\endgroup$N.IT– N.IT2018-09-16 10:27:10 +00:00Commented Sep 16, 2018 at 10:27
- 6$\begingroup$ Yes, the same types of regularization that are used for regression can also be used for classification. You can check this post which describes some regularization techniques. $\endgroup$Djib2011– Djib20112018-09-16 10:51:33 +00:00Commented Sep 16, 2018 at 10:51
- 1$\begingroup$ Regularization does NOT minimize loss functions. Regularization usually increases loss function, but often offers better generalization. $\endgroup$user12075– user120752018-09-16 17:09:08 +00:00Commented Sep 16, 2018 at 17:09
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