M3 · Twenty Questions
Crediting Each Feature Fairly
Explain the SHAP idea and read a single-prediction explanation.
Importance ranks columns across every house at once. A seller only cares about one house: theirs. The model guesses 200 thousand for a house it knows nothing about, and 320 for theirs. Where did the extra 120 come from?