Data Science, Machine Learning, Statistics, Deep Dives, Probability.
logistic regression distribution of probabilities. Image by author. We can see that the random forest pushes the probabilities towards 0.0 and 1.0, while the probabilities from the logistic regression are less skewed. While the random forest is calibrated, there aren't many observations in the 0.2