Logistic regression for classification: are there any analytical solutions for the out-of-sample accuracy?
137100
Validation: Data splitting into training vs. test datasets
98625
theoretical basis for logistic regression
86570
Sample size for logistic regression?
20531
Why is accuracy not the best measure for assessing classification models?
113807
Testing Classification on Oversampled Imbalance Data
39424
Testing for multicollinearity in logistic regression
1590
Why not approach classification through regression?
29411
Why P>0.5 cutoff is not "optimal" for logistic regression?
141825
Maximize log-likelihood of logistic regression
98895
Discriminant analysis vs logistic regression
130691
Compare classifiers based on AUROC or accuracy?
151342
Is there an optimal loss function for dealing with imbalanced classes?
22316
Rare Events Logistic Regression
138321
Intuition behind logistic regression
53735
How to do logistic regression subset selection?
72218
Clarification on the Math of Logistic Regression
144448
Understanding lack of fit in logistic regression