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explainability Synonyms

Another word for explainability

Choosing another word for explainability depends on context, so the synonyms and similar words below are separated across 2 exact definitions and ranked by match strength.
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• noun (Context 1)

In computer science and artificial intelligence, the degree to which the internal mechanics, logic, and decision-making processes of a machine learning model can be understood by humans.

Usage Example

"Regulators increasingly require high interpretability in algorithmic systems used for healthcare diagnostics and credit scoring."

Strongest
interpretability
Strong
transparency
accountability

• noun (Context 2)

The quality or state of being able to be explained or understood clearly.

Usage Example

"The professor emphasized the comprehensibility of her research findings to ensure students could grasp the underlying principles."

Strongest
comprehensibility
intelligibility
understandability
Strong
clarity
lucidity

Opposites of explainability

The opposite of explainability shifts depending on context. Common opposites include:

incomprehensibility
opacity
inscrutability
obscurity
ambiguity
See all opposites of explainability

• Nearby Words

expire
expiry
explain
explainability
explainable
explainer
explanation

Cite this Entry

Wordmom. (2026). Synonyms for Explainability. In Wordmom Thesaurus. Retrieved Nov 5, 2026, from https://wordmom.com/synonyms/explainability
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