Measure the greenhouse baseline

A journey through what must a model improve on? with Botie.

Choosing and Checking a Model · A journey with Botie

First visit? Learn the workshop controls

Botie's notebook

A Prediction Needs a Reference for Comparison

Part 1 of 2

Predictive modelling needs control comparisons. Without them, a score cannot show whether a method gained anything from its inputs beyond a simple summary of previous outcomes.

Sources for this history

Scikit-learn: DummyRegressor baseline strategies

← Previous lesson: Haar Cascades Read the full lesson and derivations