Sentence examples for settings optimization from inspiring English sources

Although SUVmax is preferably used in clinical PET imaging because it is not affected by ROI settings, optimization of reconstruction parameter settings is important to harmonize quantitative metrics among different PET cameras [7].

While the effectiveness of control schemes highly depends on accurate traffic model and appropriate control settings, optimization techniques play a central role for determining the control parameters in traffic planning and management applications.

Gap-setting optimizations were undertaken according to the procedure described elsewhere [ 16].

The parameter settings for optimization are given in Table 2.

According to the poor hyperparameter setting detection rates (Tables 15, 16, 17, and 18), on average, approximately 8, 1, 33, and 26% of executions in each experiment are detected as having poor hyperparameter settings and optimization is accelerated in proportion to the detection rate.

Implementation of procedure-specific settings and optimization in artefact or technical alarm detection could improve patient surveillance and safety.

An investigation of both, alternative modeling approaches together with a systematical benchmark of the settings of optimization procedures, was rarely done.

In comparison to their default settings, the optimization of cut-off scores led to an increase in the 'precision' of Target_Prediction by 2% (Additional file 4, Figure  4), and to an increase in 'recall' by 3% for psRobot.

The simultaneous design yields a target for a hypothetical working fluid and optimal process settings from one optimization problem.

For both sessions the scan settings were optimized using the built-in optimization option of RTVue before taking all scans.

Table 4 Machine learning algorithms used and a short description of their training parameters Classifier Classification scheme Settings Sequential Minimal Optimization (SMO) functions The complexity parameter was set at 1, the epsilon for a round-off error was 1.0 E-12, and the option of normalizing training data was chosen.