Why to choose AUC over accuracy?
20531
Why is accuracy not the best measure for assessing classification models?
97769
Ranking two models based on ROC-AUC and PR-AUC
62512
Understanding ROC curve
131954
Choosing IRLS over gradient descent in logistic regression
39180
What is the difference in what AIC and c-statistic (AUC) actually measure for model fit?
153095
When AIC and Adjusted $R^2$ lead to different conclusions
16209
Importance of optimizing the correct loss function
33816
Calculation of AUC value from ROC Curve
12090
On Negative AIC Values
67179
AUC and class imbalance in training/test dataset
102744
Evaluating models by Loglogss, AUC, and Accuracy
135727
Error Measures, why is the sum halved? why not use the absolute value?
157828
Question about bias-variance tradeoff
29411
Why P>0.5 cutoff is not "optimal" for logistic regression?
125349
Does the cross-entropy cost make sense in the context of regression?
36148
Other than cost, is there a reason to not use higher rated components than called for by design?
50549
Why is ROC AUC equivalent to the probability that two randomly-selected samples are correctly ranked?