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

by Foster Provost

An intuitive way of thinking about extracting patterns from data in a supervised manner is to try to segment the population into subgroups that have different values for the target variable (and within the subgroup the instances have similar values for the target variable).