M36.2 CONNECT THE MECHANISM

Project: compare a baseline with a learned predictor

A physio clinic loses an hour every time a patient doesn't turn up. Build a no-show predictor from 60 appointments, beat two honest baselines, and find out how sure you can be.

LESSON OVERVIEW75 min lesson

Lesson overview

A physio clinic loses an hour every time a patient doesn't turn up. Build a no-show predictor from 60 appointments, beat two honest baselines, and find out how sure you can be.

What you’ll explore

  • Run a small prediction study end to end, with a leak-free split, baselines, a learned model, a confidence interval, and error analysis, and report what it shows.
GO TO THE SOURCE

Original explanations, connected to the research.

An Introduction to Statistical Learning — authors’ materials
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