AI & MLCoreAIML-INT-001
Intrinsically Interpretable Models
Models whose structure is the explanation: sparse linear models, shallow trees, and rule lists.
- Difficulty
- 2 / 5
- Importance
- 5 / 5
- Study time
- 1–2 h
- Kind of work
- Mixed
Why it matters
The learner can read the decision logic of a sparse linear model and a shallow tree and state when interpretability justifies lower accuracy.