Alternatives to logistic regression when data is unbalanced
31300
Does an unbalanced sample matter when doing logistic regression?
33067
Testing nonlinearity in logistic regression (or other forms of regression)
17469
weighted cross entropy for imbalanced dataset - multiclass classification
39424
Testing for multicollinearity in logistic regression
17254
Why use logistic regression instead of SVM?
51420
Evaluating multiclass imbalanced problem per class
9757
Logistic regression with binary dependent and independent variables
22005
Is the logit function always the best for regression modeling of binary data?
158991
Which loss function is correct for logistic regression?
97516
Evaluating logistic regression and interpretation of Hosmer-Lemeshow Goodness of Fit
4337
What balancing method can I apply to an imbalanced data set?
95262
Can I still use logistic regression if some variables are not applied to all the observational units?
2074
Multinomial logistic regression vs one-vs-rest binary logistic regression
18820
For imbalanced classification, should the validation dataset be balanced?
131954
Choosing IRLS over gradient descent in logistic regression
30316
Output of Logistic Regression Prediction
36891
Properties of logistic regressions