Examples of 'interpretability' in a sentence
Meaning of "interpretability"
The quality of being easily understood or explained, especially in reference to data, models, or systems
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- The ability to be interpreted.
How to use "interpretability" in a sentence
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interpretability
This thesis discusses interpretability in model selection.
Another advantage of the decision tree is interpretability.
Fraud and interpretability of machine learning models.
The limitations of current model interpretability methods.
Equity and interpretability of artificial intelligence algorithms.
Available studies have limited interpretability because material.
Managing interpretability is primarily concerned with providing metadata.
The linear functional model and its interpretability.
But they lack interpretability and transparency.
How to balance accuracy with interpretability.
Improved data interpretability and coherence.
Interpretability of information is a dimension of quality.
By the very fact of its interpretability.
The interpretability of predictions by a human expert is a key factor.
Coherence of metadata is also an important factor for improving interpretability.
See also
The interpretability method is often used to establish undecidability of theories.
Definitions of profiles and levels may be helpful for interpretability.
Managing interpretability is primarily concerned with the provision of metadata.
The research philosophy is based on an interpretivist approach that emphasizes interpretability.
Interpretability of scanned aerial photographs.
To improve the accessibility and interpretability of statistics disseminated by international organizations.
Interpretability after a multidisciplinary treatment.
We carried out an user study to evaluate the interpretability of our method.
The interpretability of the factors.
Machine learning models are often dismissed on the grounds of lack of interpretability.
The importance of interpretability of machine learning models has been i.
The magnitude of these artifacts is typically correlated to the interpretability of images.
The model prioritizes interpretability and practicality to generate investment signals.
This scale had not yet been studied regarding its clinical interpretability.
Interpretability of regression models.
Importance of interpretability.
This interpretability is what gives the recordings their archival value.
This will result in higher eigenvalues but diminished interpretability of the factors.
This greatly enhances the interpretability of the results that can be achieved.
Interpretability is also a regulatory requirement when the models are applied on personal data.
The dotted lines have been added for the purpose of interpretability only.
Interpretability is improved by central tools for data documentation and by improved accessibility to metadata.
This representation is dense and we describe an automatized procedure to improve its interpretability.
Most interviewees were satisfied with the interpretability of statistical information generated through the HSP.
Modeling is generally characterized by an inversely proportional relationship between performance and interpretability.
Interpretability of Information Availability of quality descriptors and technical notes.
Their comparison highlights the fact that the interpretability is not guaranteed.
More expressive machine learning algorithms extract more expressive generalized chronicles but impact negatively their interpretability.
O Some clients expressed concern over the interpretability of the accounts.
Interpretability is a gold mine for Data Scientists and business teams.
We also employed statistical techniques to help us improve the interpretability of the results.
Interpretability of the Model.
The main advantage of linear regression lies in its simplicity and interpretability.
Interpretability how easy is it to understand the data?
A Varimax orthogonal rotation was employed to aid interpretability.
