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

by Foster Provost

care can be taken to reduce overfitting as much as possible, by using the holdout procedures described in this chapter and if possible by looking carefully at the results before declaring victory.

Reducing overfitting