Data collection, of course, has to comply with specific constraints that guarantee the causal interpretability of that data.
Source: wiktionary
Ranked by relevance and common usage.
Keep "interpretability" when the sentence already sounds natural, when a synonym would add unintended emphasis, or when readers need the most familiar wording. A synonym should clarify or sharpen the message, not simply make the sentence look more varied.
If two options seem close, choose the one that best matches the audience and purpose of the sentence.
Choose a synonym only if it keeps the core idea of "interpretability" intact in the sentence you are editing.
Check whether the replacement sounds more formal, casual, emotional, technical, or forceful than the original word.
Read the full sentence after the swap. Keep the synonym only when the sentence becomes clearer or more precise.
Review note: Synonym lists are ranked with lexical data and reviewed for practical writing value. Use the comparison notes, sentence evidence, and source labels together; a high-ranking synonym can still be wrong when the audience, register, or grammar changes.
After choosing a replacement for "interpretability", read the sentence once for meaning and once for rhythm. The best synonym should feel natural in the full sentence, not only accurate in a word list.
If the synonym makes the sentence slower, vaguer, or more dramatic than intended, keep "interpretability" or choose a simpler alternative from the closest-match group.
3 total sentences available.
Data collection, of course, has to comply with specific constraints that guarantee the causal interpretability of that data.
Source: wiktionary
MIT researchers are striving to improve the interpretability of features so decision makers will be more comfortable using the outputs of machine-learning models.
Source: wiktionary
“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.”
Source: wiktionary
Closest matches include algorithm property, cognitive property, intelligibility, intelligibility, meaningfulness.
Compare the replacement against real sentence context. This entry includes sample sentences so you can check tone, grammar, and meaning before swapping words.