AI & MLCoreAIML-CML-004

Random Forests

Many jittery trees, one calm vote: bagging plus feature randomness tames variance.

Difficulty
2 / 5
Importance
5 / 5
Study time
1–2 h
Kind of work
Mixed

Why it matters

The learner can explain how averaging decorrelated trees reduces variance without raising bias much.

The route to this topic

Route AIML-CML-004