Sentence examples for choices and parameters from inspiring English sources

We carry out sensitivity analyses with respect to our modelling choices and parameters.

"While we find it disappointing that the author has made no attempt to test for robustness of the proposed new approach by examining the stability of results under varying algorithm choices and parameters, the revised manuscript now includes an appropriate disclaimer".

Response: Although I agree with the reviewer that an analysis of the robustness of the algorithm against different user-defined input choices is relevant, it is also important to clarify that the reviewers' concern mainly refer to user choices and parameters that are not defined by the proposed algorithm per se.

A number of proposals have been put forward to deal with this problem; however, we have so far not seen any thorough analysis to guide the optimal design choices and parameter configurations for structured P2P networks.

Arguments for choice of exercise components and rationale for exercise choice and parameters would advance the science of exercise in water.

For example, the performance of SVM approach is very sensitive to kernel choices and other parameters including the soft margin parameter and feature normalization method.

Model parameters were chosen to reproduce the quantitative operation of the GAL network in S. cerevisiae ([ 5, 6, 9, 21], see Methods for details of parameter choice and parameter sensitivity).

The disadvantage of pipeline approaches, however, is that algorithmic choices and tuning parameters at each step may produce very different results, and mistakes or biases are propagated forward.

This paper proposes a principled method for evaluating design choices and choosing parameter values.

We discuss the influence of the parameter choices and provide initial parameter settings for the DayFilter process.

Additionally, a comment field contains tool specific remarks such as explanations on choices for tools and parameters.