Linear Models, Data, Artificial Intelligence, Machine Learning.
home. This is because it squashes the output of the linear model into an output between 0 and 1. We can then apply some sort of threshold to distinguish classes which is usually 0.5. Again, sklearn allows you to access these probabilities with the .predict_proba method rather than the usual