Binary logistic regression: ... Table 1: Summary of some key differences between logistic and linear regression. ... In machine learning, it is used mainly as a binary classification task where the ...

However, the vast majority of machine learning binary classification algorithms use 0-1 encoding for the target variable, so it makes more sense to programmatically convert so that the 0-1 encoded ...