Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking

by Foster Provost

Instead of simply computing the frequency, we would often use a “smoothed” version of the frequency-based estimate, known as the Laplace correction, the purpose of which is to moderate the influence of leaves with only a few instances.