interpretability
- noun
- /ˌɪntərprɪtəˈbɪlɪti/
- Specialized
:
comprensibilidad
- In scientific research, interpretability is crucial to ensure that results can be understood and applied.
- increase the interpretability
- improve the interpretability
- interpretability of the results
It's actually some some alignment researchers were trying to, they were trying to do some interpretability work.
- It's actually some some alignment researchers were trying to, they were trying to do some interpretability work.
- I'm very confident we'll have those tools to like interpretability questions and analysis questions.
Examples
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Because the method relies on a straightforward comparison of the number of reported cases in the current 4-week period with comparable historical data from the preceding 5 years, its major strengths include simplicity, interpretability, and implicit accounting for seasonal disease patterns.
Academic text (2015) -
In addition to BIC values, other factors for choosing the superior solution are the interpretability of the results, theoretical meaningfulness of the profiles, and the classification quality (Muthn & Muthn, 2000).
Academic text (2005) -
I think it's come down to the point where the quality is high, the cost is low, and the interpretability is high.
Blog text (14) -
OK, so interpretability is one reason, but computational aspects would be another one.
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To increase interpretability, each class was given a name based on response patterns on the in-class behavior assessment.
Academic text (2013) -
So I think fairness and interpretability are areas where we just really don't have any idea how anything should be done yet.
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To increase the interpretability of the classes, the percentage of students within each class was examined across each item on the in-class behavior assessment.
Academic text (2013) -
In order to increase the interpretability of the resulting data, we constrained the questions about reading journal articles to focus on ASHA peer-reviewed journal articles.
Academic text (2013) -
The reason we chose this twist is the interpretability of the extracted topical factors, a property that benefits e-democracy by producing meaningful summaries of citizen feedback.
Academic text (2012) -
A VARIMAX procedure was used to orthogonally rotate the initial factor matrix to minimize the number of motives with higher loadings on a factor, thereby enhancing the interpretability of the factors.
Academic text (2005)
Synonyms
152
3.0
How easy it is to understand what someone says or writes
1
6.5
The ease with which people understand speech or writing
1
4.2
How easy something is for people to understand
How easy it is for people to understand how something works
How easy something is to follow and make sense of
How easy something is to understand
The ease of reading and understanding writing or speech
How easy something is to understand or use without help
How much people can understand or find out about something
Antonyms
How Understandable
146
3.7
152
3.0
- Specialized
651
2.4
5
7.4
57
6.3
Surface Forms
Morphology
interpretability = interpretable (transparent) = interpret + able + ity
The formation 'interpretable' + '-ity' is a regular nominalization meaning the quality/state of being interpretable.
Etymology
Interpretability comes from interpret meaning 'explain' or 'translate' and the endings -able and -ity meaning 'the quality of being able'. Think of an interpreter who helps two people understand each other; interpretability is the quality that lets people understand or explain something.