Logistic Regression, Generalized Linear Model, Machine Learning, Data Science, Statistical Learning.
diagram. So, we have logarithm to our rescue which takes any real value taking into account positive values. log odds is also called logit and this is now possessing all the desired properties Thus, it makes sense to model logit of the cat’s alive status with a linear model which we know as