The “Regression” part in this name makes anyone think that this is a regression problem where our target variable is numerical. Nevertheless, it is an exceptional case of regression because it calculates a number between 0 and 1, which can be interpreted as a probability. Later, it transforms the predictions to 0 or 1 based on the threshold of 0.5.
