interpretability

noun

Etymology: Etymology tree English interpretable Proto-Indo-European *-teh₂ Proto-Indo-European *-ts Proto-Indo-European *-teh₂ts Latin -itāsder. Old French -itebor. Middle English -ite English -ity English interpretability From interpretable + -ity.

1. The ability to be interpreted.

   “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.”