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Moreover, a set of the model parameter configurations were compared as a focused sensitivity analysis of the PDF shape variation.
Model fits were compared for different predictive algorithms and parameter configurations by plotting receiver operating characteristic (ROC) diagrams and assessing the area under the curve (ROC-AUC) in a separate subset of patients (holdout method with a test sample that consisted of 33% of all patients).
To discover these configurations, 100 trials are performed on each camera under a variety of parameter configurations (i.e., resolution and compression) and each recorded measurement is compared for Pareto efficiency against the other 99 trials.
c A more complex DAG connects different parameter configurations.
Visual representation of configuration hierarchies : JC-RM guides the user in creating a hierarchy of parameter configurations for a model.
The following parameter configurations were used in this study: "Basic configuration": a = 1.3, IR = 0.02, RL = 350.
To this end, we tested the basic parameter configuration as well as six alternative parameter configurations, each of which differs from the basic parameter set by the value of one parameter (see Materials and Methods).
In our case, these could correspond to 125 possible parameter configurations.
By comparing the classification for a given z t parameter configuration and the classification by the domain expert, the best z t parameter configuration can be chosen.
The methodology of exergy analysis provides a rational criterion for determination of the optimal operating parameters for a specified configuration and for comparing different configurations.
To be able to compare the testbed results with the simulator results, the parameter configuration has to be the same as used in the simulator experiments.
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CEO of Professional Science Editing for Scientists @ prosciediting.com