Sentence examples for overall interpretability from inspiring English sources
Highly over-lapping fuzzy labels in the input output spaces are merged to reduce the computational complexity and improve the overall interpretability of the system.
In order to reduce the data redundancy and improve the overall interpretability, a variable selection procedure was applied by using varSelection function in yaImpute package [75] of the R software [65].
In conclusion, to be informative, a HPA axis study should be well designed and carefully implemented to minimize variability in results and improve the overall interpretability of data obtained.
Simultaneous evaluation of both interactome methods and data may provide valuable guidance on the overall interpretability of modularity and likely lead to improved inference methods and models.
Conversely, icoshift maintains the original dimensionality of the data set and allows for the possibility of generating backscaled OPLS loadings that greatly enhance overall model interpretability.
The incorporation of study-specific dispersion principles may corroborate overall LUR model interpretability and could be applied similarly to preexisting LUR models that lack strong source-concentration relationships.
Because of this decline in overall explanatory power when removed and the interpretability of the term given methodological aspects of EC concentration estimation, we opted to maintain the season term and season-specific slopes on the central site monitor term in the final model.
To quantify the interdependencies, we explored three machine learning models and demonstrate that the decision tree model performs best in terms of overall performance good predictive accuracy, generality, computational efficiency, and "interpretability".
Generally, from the perspective of a fully automated system, where a computer program performs all calculations, the main driver should not be the interpretability of the model, but the overall performance.
This rule-based approach provides interpretability while enhancing the performance of the overall system.
The sample size in our study is relatively small, which might impair the interpretability of the multivariate analysis and the overall-survival analysis.
