Why is logistic regression a type of classification technique and not a regression? Name the function it is derived from?
Logistic regression is used for binary or multi-class classification problems, where it models the probability of belonging to a particular class.
- It's called "logistic regression" because it uses the logistic function to map a linear combination of features to a probability value.