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

by Foster Provost

The 1-NN classifier predicts perfectly for training examples, but it also can make an often reasonable prediction on other examples: it uses the most similar training example.

1-NN classifier