Why do we use logistic regression for classification problems, rather than other continuous functions?
22005
Is the logit function always the best for regression modeling of binary data?
102692
Is my logic straight? Logistic regressions in R
109822
Problem understanding the logistic regression link function
1590
Why not approach classification through regression?
72218
Clarification on the Math of Logistic Regression
155450
Neural Network: MLP for regression with 3 continuous features, 1 categorical
113882
Why sigmoid function instead of anything else?
122712
Logistic regression interpretation
76216
Should I use multi-label classification?
88516
Is dimensionality reduction almost always useful for classification?
142784
For linear classifiers, do larger coefficients imply more important features?
24634
What is the difference between classification and regression?
118333
Predictor transformation in logistic regression
71141
Can I use a variable which has a non-linear relationship to the dependent variable in logistic regression?
26419
Strategy to deal with rare events logistic regression
9080
What is the benefit of breaking up a continuous predictor variable?
85385
Why do we need multivariate regression (as opposed to a bunch of univariate regressions)?