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"SVM vs Logistic Regression"
I'm performing document classifiaction using SVM and Simple Logistic and I want to choose which one is better for my case.
From what I see, SVM model is build faster than simple logistic, but simple logistic seems to have better precision and recall than SVM.
So, I have some silly questions that I want to ask, because I need to explain why simple logistic can be chosen.
SVM avoids overfitting using hyperplanes but I don't know if simple logistic does something to avoid overfitting.
And my second question is if simple logistic is linear logistic regression model or gets a linear model and fits it in a logistic regression model.
Any advice would be helpful because simple logistic is getting me confused ???