Glossary · Term

decision tree

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Definition

Plain language

A simple set of yes-or-no branches that leads to a decision, like a flowchart.

As stated in the literature

A model or hand-crafted rule that routes an input through a sequence of threshold tests to a leaf decision; used in this corpus as the hand-tuned routing rule in EDRM and contrasted with a learned classifier.

Also called: decision trees

Why it matters: It matters because its simple branching logic is easy to inspect and adjust by hand, unlike an opaque learned model.

For example, a support system might ask 'Is the payment over $100?' then 'Is the account new?' and route the case accordingly.

Heard on the show

“The routing rule is essentially a small decision tree.”
Episode 077 — Reading a Model's Confidence Curve to Decide When Chain-of-Thought Is Worth It

Mentioned in 1 episode

  1. 077
    Reading a Model's Confidence Curve to Decide When Chain-of-Thought Is Worth It

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