Meaning of interpretability | Babel Free

Definitions

The ability to be interpreted.

countable, uncountable

Equivalents

Examples

“Data collection, of course, has to comply with specific constraints that guarantee⟳ the causal interpretability of that data.”

“MIT researchers are striving to improve⟳ the interpretability of features so decision makers will be more comfortable using the outputs of machine-learning models.”

““There’s this whole area of explainability, interpretability, where people want⟳ to understand⟳ how stuff works,” said Church. “With the older methods, you can actually get⟳ an answer⟳ to what’s going on. The latest, greatest stuff is kind of like⟳ magic. It works a lot better than the older stuff. But when it goes, it’s really bad.””

CEFR level