Data Science, Machine Learning, Statistics, Deep Dives, Probability.
the sample size, the better the calibration. Random forests are known to provide well-calibrated probabilities (Niculescu-Mizil and Caruana, 2005). However, this is only part of the picture. First, let’s look at the distribution of the output probabilities: Console output (1/1): Random forest vs