Can we use multiple regression for a binary classification problem?
104182
regression for binary classification
143711
How to detect multicollinearity in a logistic regression where all the independent variables are categorical and binary?
7838
Coding categorical variables for regression
108205
Should I use a categorical cross-entropy or binary cross-entropy loss for binary predictions?
111321
When should we discretize/bin continuous independent variables/features and when should not?
2074
Multinomial logistic regression vs one-vs-rest binary logistic regression
39839
Doing principal component analysis or factor analysis on binary data
158991
Which loss function is correct for logistic regression?
38218
Are there algorithms for computing "running" linear or logistic regression parameters?
126373
Can we use MLE to estimate Neural Network weights?
36891
Properties of logistic regressions
89330
Machine Learning - Where is the difference between one-class, binary-class and multinominal-class classification?
143594
How to prepare a 2x2 Confusion matrix for binary classifier, without code
86632
Only binary predictors -- ANOVA, regression, or other?
24634
What is the difference between classification and regression?
54879
Using x to predict y when they are highly correlated
1590
Why not approach classification through regression?