Chapter 10.01: Motivation

Selecting the best model from a set of candidates is an important part of most machine learning problems. By examining an instructive and problematic example, we introduce the untouched-test-set principle.

Lecture video

Lecture slides

Download »slides-nested-nestedintro.pdf«

Code demo

Nested Resampling

You can run the code snippets in the demos on your local machine. The corresponding Rmd version of this demo can be found here. If you want to render the Rmd files to PDF, you need the accompanying style files.

Download »code_demo_nested.pdf«

• Chapter 10.02: Training - Validation - Testing »