interpretability


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interpretability

The suitability of imagery for interpretation with respect to answering adequately requirements on a given type of target in terms of quality and scale.
References in periodicals archive ?
Unpublished Proceedings of the 2016 ICML Workshop on Human Interpretability in Machine Learning (WHI 2016).
Owing to the poor accessibility and interpretability of many decision-making algorithms, much of the work in auditing focuses on impact, for instance, to detect discrimination in decisions already made (Barocas & Selbst, 2015; Kroll et al.
A number of quality measures are used to determine the interpretability of the rules that are generated by the subgroup discovery task, including measures of generality, complexity, and precision.
Muthen (2009) suggested emphasizing stabilized BIC values and substantive theory and interpretability of class results in determining the best fitting model.
Second, interpretability of ASAs remains a central issue.
Chomsky (2001:5) couples together the properties of feature valuation and feature interpretability through positing that a feature is uninterpretable "if and only if it is also an unvalued feature.
SimplicityBio uses its proprietary software platform to provide services and find the best panel of biomarkers in terms of size, accuracy and interpretability to be used for stratification, diagnostics or companion diagnostics thus reducing the cost and increasing success.
However, small sample sizes and adherence issues across these trials hampered the interpretability of these data.
The result is a wedge between the location of production and the location of the underlying factors of production, which affects the accuracy and relevance of core SNA measures as well as the interpretability of the measures.
Mutual conformity to shared models leads to mutual interpretability.
It goes on to offer a more robust error taxonomy which could help address issues of interpretability inherent in linguistic categorization and could ensure more consistency.