Can the AUC (logistic regression) be used as a measure of quality of the model?
39180
What is the difference in what AIC and c-statistic (AUC) actually measure for model fit?
115076
Why not always present logistic regression estimates in the response scale (probablity)?
76276
Logistic Regression: Bernoulli vs. Binomial Response Variables
122420
AIC versus Likelihood Ratio Test in Model Variable Selection
25771
Does down-sampling change logistic regression coefficients?
26149
Logistic regression vs. LDA as two-class classifiers
105703
How is Logistic Regression related to Logistic Distribution?
17254
Why use logistic regression instead of SVM?
97516
Evaluating logistic regression and interpretation of Hosmer-Lemeshow Goodness of Fit
137049
Does a logistic regression maximizing likelihood necessarily also maximize AUC over linear models?
155619
Goodness-of-fit test in Logistic regression; which 'fit' do we want to test?
95262
Can I still use logistic regression if some variables are not applied to all the observational units?
127035
Comparing non nested models with AIC
67179
AUC and class imbalance in training/test dataset
5484
Creating an index of quality from multiple variables to enable rank ordering
87047
For model selection/comparison, what kind of test should I use?
51390
Logistic regression model does not converge