In a logistic regression model focused on prediction, what are the problems associated with a big difference in the sample sizes of a binary variable?
23761
When is unbalanced data really a problem in Machine Learning?
2074
Multinomial logistic regression vs one-vs-rest binary logistic regression
31300
Does an unbalanced sample matter when doing logistic regression?
132510
From exp (coefficients) to Odds Ratio and their interpretation in Logistic Regression with factors
27312
How can I account for a nonlinear variable in a logistic regression?
141082
How Conditional Random Fields and Logistic Regression could be the same?
39736
Regularization methods for logistic regression
49381
Simulation of logistic regression power analysis - designed experiments
79393
Logistic regression is predicting all 1, and no 0
104182
regression for binary classification
95339
Why linear and logistic regression coefficients cannot be estimated using same method?
72632
Changing threshold in logistic regression
64602
Logistic regression: class probabilities
125410
How to interpret regression coefficients in logistic regression?
29411
Why P>0.5 cutoff is not "optimal" for logistic regression?
8064
How to estimate coefficients of logistic model
107085
The difference between with or without intercept model in logistic regression