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

by Foster Provost

The logistic regression procedure then tries to estimate the probabilities (the probability distribution over the instance space) with a linear-log-odds model, based on the observed data on the result of the draws from the distribution.