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The phrase "transparent interpretation" is correct and usable in written English
It can be used when discussing clarity and openness in understanding or analyzing information, texts, or data. Example: "The transparent interpretation of the data allowed all stakeholders to grasp the findings without confusion."
Exact(6)
The approach supports a faster implementation and a transparent interpretation of the solutions.
The shape-constrained rate laws exhibit the flexibility of typical black-box models, while offering a transparent interpretation akin to conventionally applied rate laws such as Monod and Haldane.
In evaluating findings, special attention was paid to ensuring their consistent and transparent interpretation.
Our analysis provides a transparent interpretation of the half-lives derived from exponential fitting of CSTD.
Several factors were viewed as capable of promoting inter-surveyor reliability, including transparent interpretation processes and surveyor workforces with appropriate capacity.
The current study used collaborative filtering to generate recommendation scores as classification features, and therefore help the transparent interpretation of drug-specific or ADR-specific information, while Gottlieb et al. used the pairwise similarity-based inference scheme to generate classification features, which are not easily interpretable.
Similar(54)
Another advantage is a consistent and transparent quantitative interpretation of implicit assumptions as predictive densities for assumptions of input variables to energy models.
This development allows a transparent hydrological interpretation of the dimensionless components and thereby strengthens their capacities to explain various runoff regimes in a basin.
An advantage of this method is that results are completely transparent for interpretation.
Some of the independent variables' coefficients are easy to explain, while others, particularly interaction terms, are less transparent to interpretation.
These approaches, however, risk obscuring the statistical results from transparent clinical interpretation.
More suggestions(14)
accessible interpretation
transparent conception
honest interpretation
transparent construction
transparent translation
transparent reading
fair interpretation
transparent performance
understandable interpretation
transparent understanding
transparent statements
models interpretation
needs interpretation
decisions interpretation
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com